Rectified Linear Units

Rectified Linear Units, or ReLUs, are a type of activation function that are linear in the positive dimension, but zero in the negative dimension. The kink in the function is the source of the non-linearity. Linearity in the positive dimension has the attractive property that it prevents non-saturation of gradients (contrast with sigmoid activations), although for half of the real line its gradient is zero.

$$ f\left(x\right) = \max\left(0, x\right) $$

Latest Papers

PAPER DATE
Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations
Ziquan LiuYufei CuiAntoni B. Chan
2020-08-07
ReLU nets adapt to intrinsic dimensionality beyond the target domain
Alexander CloningerTimo Klock
2020-08-06
Structured Convolutions for Efficient Neural Network Design
Yash BhalgatYizhe ZhangJamie LinFatih Porikli
2020-08-06
Content based singing voice source separation via strong conditioning using aligned phonemes
Gabriel Meseguer-BrocalGeoffroy Peeters
2020-08-05
Continuous-in-Depth Neural Networks
| Alejandro F. QueirugaN. Benjamin ErichsonDane TaylorMichael W. Mahoney
2020-08-05
Global Voxel Transformer Networks for Augmented Microscopy
Zhengyang WangYaochen XieShuiwang Ji
2020-08-05
Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images
T. KowsalyaS. L. UlloC. ZarroK. L. HemalathaB. D. Parameshachari
2020-08-04
Learning from a Complementary-label Source Domain: Theory and Algorithms
Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-08-04
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track
Zehao HuangZehui ChenQiaofei LiHongkai ZhangNaiyan Wang
2020-08-04
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data
Hyungjin ChungEunju ChaLeonard SunwooJong Chul Ye
2020-08-04
The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures
| Shih-Lun WuYi-Hsuan Yang
2020-08-04
Central object segmentation by deep learning for fruits and other roundish objects
| Motohisa FukudaTakashi OkunoShinya Yuki
2020-08-04
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling
Yu-Hua ChenYu-Hsiang HuangWen-Yi HsiaoYi-Hsuan Yang
2020-08-04
Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry
Yossi ArjevaniMichael Field
2020-08-04
Shallow Univariate ReLu Networks as Splines: Initialization, Loss Surface, Hessian, & Gradient Flow Dynamics
Justin SahsRyan PyleAneel DamarajuJosue Ortega CaroOnur TavasliogluAndy LuAnkit Patel
2020-08-04
ResNet50_on_Cifar_100_Without_Transfer_Learning
| Batuhan Bayraktar
2020-08-03
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data
Adrian Lopez-RodriguezBenjamin BusamKrystian Mikolajczyk
2020-08-03
Automated Segmentation of Brain Gray Matter Nuclei on Quantitative Susceptibility Mapping Using Deep Convolutional Neural Network
Chao ChaiPengchong QiaoBin ZhaoHuiying WangGuohua LiuHong WuE Mark HaackeWen ShenChen CaoXinchen YeZhiyang LiuShuang Xia
2020-08-03
One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech
| Tomáš NekvindaOndřej Dušek
2020-08-03
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal
Cong WangXiaoying XingZhixun SuJunyang Chen
2020-08-03
Audiovisual Speech Synthesis using Tacotron2
Ahmed Hussen AbdelazizAnushree Prasanna KumarChloe SeivwrightGabriele FanelliJustin BinderYannis StylianouSachin Kajarekar
2020-08-03
Incorrect by Construction: Fine Tuning Neural Networks for Guaranteed Performance on Finite Sets of Examples
Ivan PapushaRosa WuJoshua BruléYanni KouskoulasDaniel GeninAurora Schmidt
2020-08-03
Rethinking Image Deraining via Rain Streaks and Vapors
Yinglong WangYibing SongChao MaBing Zeng
2020-08-03
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition
| M. Esat KalfaogluSinan KalkanA. Aydin Alatan
2020-08-03
Making Coherence Out of Nothing At All: Measuring the Evolution of Gradient Alignment
Satrajit ChatterjeePiotr Zielinski
2020-08-03
3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications
Hongliang LiTal MezheritskyLiset Vazquez RomagueraSamuel Kadoury
2020-08-03
A Spectral Energy Distance for Parallel Speech Synthesis
Alexey A. GritsenkoTim SalimansRianne van den BergJasper SnoekNal Kalchbrenner
2020-08-03
The Kolmogorov-Arnold representation theorem revisited
Johannes Schmidt-Hieber
2020-07-31
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification
Linchuan XuJun HuangAtsushi NitandaRyo AsaokaKenji Yamanishi
2020-07-31
Language Modelling for Source Code with Transformer-XL
| Thomas DowdellHongyu Zhang
2020-07-31
Dynamic Object Tracking and Masking for Visual SLAM
Jonathan VincentMathieu LabbéJean-Samuel LauzonFrançois GrondinPier-Marc Comtois-RivetFrançois Michaud
2020-07-31
An Investigation on Deep Learning with Beta Stabilizer
Qi LiuTian TanKai Yu
2020-07-31
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
Vishal MandalYaw Adu-Gyamfi
2020-07-31
Resist : Reconstruction of irises from templates
Sohaib AhmadBenjamin Fuller
2020-07-31
Approximation of Smoothness Classes by Deep ReLU Networks
Mazen AliAnthony Nouy
2020-07-30
On the Banach spaces associated with multi-layer ReLU networks: Function representation, approximation theory and gradient descent dynamics
Weinan EStephan Wojtowytsch
2020-07-30
Instance Selection for GANs
Terrance DeVriesMichal DrozdzalGraham W. Taylor
2020-07-30
VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network
Jinhyeok YangJunmo LeeYoungik KimHoonyoung ChoInjung Kim
2020-07-30
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
Tawsifur RahmanAmith KhandakarMuhammad Abdul KadirKhandaker R. IslamKhandaker F. IslamRashid MazharTahir HamidMohammad T. IslamZaid B. MahbubMohamed Arselene AyariMuhammad E. H. Chowdhury
2020-07-29
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation
Xiaohang FuLei BiAshnil KumarMichael FulhamJinman Kim
2020-07-29
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation
| Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-07-29
Generative Classifiers as a Basis for Trustworthy Computer Vision
| Radek MackowiakLynton ArdizzoneUllrich KötheCarsten Rother
2020-07-29
Tempered Sigmoid Activations for Deep Learning with Differential Privacy
Nicolas PapernotAbhradeep ThakurtaShuang SongSteve ChienÚlfar Erlingsson
2020-07-28
Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020
Mert HidayetogluCarl PearsonVikram Sharma MailthodyEiman EbrahimiJinjun XiongRakesh NagiWen-mei W Hwu
2020-07-28
Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI
Jinwei ZhangHang ZhangAlan WangQihao ZhangMert SabuncuPascal SpincemailleThanh D. NguyenYi Wang
2020-07-28
From Sound Representation to Model Robustness
Mohammad EsmaeilpourPatrick CardinalAlessandro Lameiras Koerich
2020-07-27
Receptive-Field Regularized CNNs for Music Classification and Tagging
Khaled KoutiniHamid Eghbal-ZadehVerena HaunschmidPaul PrimusShreyan ChowdhuryGerhard Widmer
2020-07-27
Self-Attentive Multi-Layer Aggregation with Feature Recalibration and Normalization for End-to-End Speaker Verification System
Soonshin SeoJi-Hwan Kim
2020-07-27
Regularized Flexible Activation Function Combinations for Deep Neural Networks
Renlong JieJunbin GaoAndrey VasnevMin-ngoc Tran
2020-07-26
MACU-Net Semantic Segmentation from High-Resolution Remote Sensing Images
Rui LiChenxi DuanShunyi Zheng
2020-07-26
A deep learning based multiscale approach to segment cancer area in liver whole slide image
Yanbo FengAdel HafianeHélène Laurent
2020-07-25
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism
Yosuke OyamaNaoya MaruyamaNikoli DrydenErin McCarthyPeter HarringtonJan BalewskiSatoshi MatsuokaPeter NugentBrian Van Essen
2020-07-25
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
Rui HuangWanyue ZhangAbhijit KunduCaroline PantofaruDavid A RossThomas FunkhouserAlireza Fathi
2020-07-24
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net
Narges SaeedizadehShervin MinaeeRahele KafiehShakib YazdaniMilan Sonka
2020-07-24
Counting Fish and Dolphins in Sonar Images Using Deep Learning
Stefan SchneiderAlex Zhuang
2020-07-24
PP-YOLO: An Effective and Efficient Implementation of Object Detector
| Xiang LongKaipeng DengGuanzhong WangYang ZhangQingqing DangYuan GaoHui ShenJianguo RenShumin HanErrui DingShilei Wen
2020-07-23
Right for the Right Reason: Making Image Classification Robust
Anna NguyenAdrian OberföllMichael Färber
2020-07-23
Hierarchical Verification for Adversarial Robustness
Cong Han LimRaquel UrtasunErsin Yumer
2020-07-23
Funnel Activation for Visual Recognition
| Ningning MaXiangyu ZhangJian Sun
2020-07-23
WeightNet: Revisiting the Design Space of Weight Networks
| Ningning MaXiangyu ZhangJiawei HuangJian Sun
2020-07-23
PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks
Ting-Wu ChinAri S. MorcosDiana Marculescu
2020-07-23
A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN
Chunxia QinXiaojun ChenJocelyne Troccaz
2020-07-23
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques
Orkhan BaghirliImran IbrahimliTarlan Mammadzada
2020-07-22
Rethinking CNN Models for Audio Classification
Kamalesh PalanisamyDipika SinghaniaAngela Yao
2020-07-22
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
Jianfeng YanZizhuang WeiHongwei YiMingyu DingRunze ZhangYisong ChenGuoping WangYu-Wing Tai
2020-07-21
SLNSpeech: solving extended speech separation problem by the help of sign language
Jiasong WuTaotao LiYouyong KongGuanyu YangLotfi SenhadjiHuazhong Shu
2020-07-21
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling
Yuliang ZouPan JiQuoc-Huy TranJia-Bin HuangManmohan Chandraker
2020-07-21
EMaQ: Expected-Max Q-Learning Operator for Simple Yet Effective Offline and Online RL
Seyed Kamyar Seyed GhasemipourDale SchuurmansShixiang Shane Gu
2020-07-21
Interpolating GANs to Scaffold Autotelic Creativity
Ziv EpsteinOcéane BoulaisSkylar GordonMatt Groh
2020-07-21
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training
Pengcheng DaiJianlei YangXucheng YeXingzhou ChengJunyu LuoLinghao SongYiran ChenWeisheng Zhao
2020-07-21
Landmark Guidance Independent Spatio-channel Attention and Complementary Context Information based Facial Expression Recognition
| Darshan GeraS Balasubramanian
2020-07-20
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm
Anthony BerthelierYongzhe YanThierry ChateauChristophe BlancStefan DuffnerChristophe Garcia
2020-07-20
Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism
Hao DingSongsong WuHao TangFei WuGuangwei GaoXiao-Yuan Jing
2020-07-20
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping
| Hmrishav BandyopadhyayTanmoy DasguptaNibaran DasMita Nasipuri
2020-07-20
Detection, Attribution and Localization of GAN Generated Images
Michael GoebelLakshmanan NatarajTejaswi NanjundaswamyTajuddin Manhar MohammedShivkumar ChandrasekaranB. S. Manjunath
2020-07-20
Effects of Approximate Multiplication on Convolutional Neural Networks
Min Soo KimAlberto A. Del BarrioHyunJin KimNader Bagherzadeh
2020-07-20
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks
Hassan DboukHetul SanghviMahesh MehendaleNaresh Shanbhag
2020-07-19
Progressive Multi-Scale Residual Network for Single Image Super-Resolution
| Yuqing LiuXinfeng ZhangShanshe WangSiwei MaWen Gao
2020-07-19
Abstraction based Output Range Analysis for Neural Networks
Pavithra PrabhakarZahra Rahimi Afzal
2020-07-18
Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation
Md Tahmid HossainShyh Wei TengFerdous SohelGuojun Lu
2020-07-18
Hybrid Discriminative-Generative Training via Contrastive Learning
Hao LiuPieter Abbeel
2020-07-17
Region-based Non-local Operation for Video Classification
Guoxi HuangAdrian G. Bors
2020-07-17
Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection
K. V. KadambariVishnu Vardhan Nimmalapudi
2020-07-17
Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining
Hao-Hsiang YangChao-Han Huck YangYu-Chiang Frank Wang
2020-07-17
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images
Simindokht JahangardMohammad Hossein ZangooeiMaysam Shahedi
2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection
| Xiaoqi ZhaoYouwei PangLihe ZhangHuchuan LuLei Zhang
2020-07-16
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation
Christopher NeffAneri ShethSteven FurgursonHamed Tabkhi
2020-07-16
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms
Fernando Alonso-FernandezJavier BarrachinaKevin Hernandez-DiazJosef Bigun
2020-07-16
Collision Avoidance Robotics Via Meta-Learning (CARML)
Abhiram IyerAravind Mahadevan
2020-07-16
Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences
Teng LiuXiaolin TangXiaosong HuWenhao TanJinwei Zhang
2020-07-16
Finding Non-Uniform Quantization Schemes using Multi-Task Gaussian Processes
Marcelo Gennari do NascimentoTheo W. CostainVictor Adrian Prisacariu
2020-07-15
Attention as Activation
| Yimian DaiStefan OehmckeFabian GiesekeYiquan WuKobus Barnard
2020-07-15
MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry
Cedric SchockaertHenri Hoyez
2020-07-15
Phase diagram for two-layer ReLU neural networks at infinite-width limit
Tao LuoZhi-Qin John XuZheng MaYaoyu Zhang
2020-07-15
A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection
Manu GoyalSaeed Hassanpour
2020-07-15
Bounding The Number of Linear Regions in Local Area for Neural Networks with ReLU Activations
Rui ZhuBo LinHaixu Tang
2020-07-14
Add a SideNet to your MainNet
Adrien Morisot
2020-07-14
Implicit Euler ODE Networks for Single-Image Dehazing
Jiawei ShenZhuoyan LiLei YuGui-Song XiaWen Yang
2020-07-13
DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation
Shunjie DongJinlong ZhaoMaojun ZhangZhengxue ShiJianing DengYiyu ShiMei TianCheng Zhuo
2020-07-13
Probabilistic bounds on data sensitivity in deep rectifier networks
Blaine RisterDaniel L. Rubin
2020-07-13
Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes
Lucas P. SoaresHelen C. DiasCarlos H. Grohmann
2020-07-13
Comparative Analysis of Polynomial and Rational Approximations of Hyperbolic Tangent Function for VLSI Implementation
Mahesh Chandra
2020-07-13
Hardware Implementation of Hyperbolic Tangent Function using Catmull-Rom Spline Interpolation
Mahesh Chandra
2020-07-13
Locality Guided Neural Networks for Explainable Artificial Intelligence
Randy TanNaimul KhanLing Guan
2020-07-12
Abstract Universal Approximation for Neural Networks
Zi WangAws AlbarghouthiSomesh Jha
2020-07-12
To filter prune, or to layer prune, that is the question
Sara ElkerdawyMostafa ElhoushiAbhineet SinghHong ZhangNilanjan Ray
2020-07-11
Investigation of Sentiment Controllable Chatbot
Hung-yi LeeCheng-Hao HoChien-Fu LinChiung-Chih ChangChih-Wei LeeYau-Shian WangTsung-Yuan HsuKuan-Yu Chen
2020-07-11
Bayesian Multi Scale Neural Network for Crowd Counting
Abhinav Sagar
2020-07-11
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
| Laetitia HebertTosif AhamedAntonio C CostaLiam O'ShaughnessyGreg J Stephens
2020-07-10
Generating Adversarial Inputs Using A Black-box Differential Technique
João Batista Pereira Matos JuúniorLucas Carvalho CordeiroMarcelo d'AmorimXiaowei Huang
2020-07-10
Automatic Segmentation of Non-Tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks
Zhongqiang Liu
2020-07-10
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging
| Rajesh KumarAbdullah Aman KhanSinmin ZhangWenYong WangYousif AbuidrisWaqas AminJay Kumar
2020-07-10
Maximum-and-Concatenation Networks
Xingyu XieHao KongJianlong WuWayne ZhangGuangcan LiuZhouchen Lin
2020-07-09
Learning Over-Parametrized Two-Layer ReLU Neural Networks beyond NTK
Yuanzhi LiTengyu MaHongyang R. Zhang
2020-07-09
Self-Supervised Policy Adaptation during Deployment
| Nicklas HansenYu SunPieter AbbeelAlexei A. EfrosLerrel PintoXiaolong Wang
2020-07-08
Deep Ensemble Analysis for Imaging X-ray Polarimetry
A. L. PeirsonR. W. RomaniH. L. MarshallJ. F. SteinerL. Baldini
2020-07-08
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts
Nabeel Seedat
2020-07-08
MPC Protocol for G-module and its Application in Secure Compare and ReLU
Qizhi ZhangLichun LiShan YinJuanjuan Sun
2020-07-08
Robust Re-Identification by Multiple Views Knowledge Distillation
| Angelo PorrelloLuca BergaminiSimone Calderara
2020-07-08
Deep Placental Vessel Segmentation for Fetoscopic Mosaicking
Sophia BanoFrancisco VasconcelosLuke M. ShepherdEmmanuel Vander PoortenTom VercauterenSebastien OurselinAnna L. DavidJan DeprestDanail Stoyanov
2020-07-08
NVAE: A Deep Hierarchical Variational Autoencoder
Arash VahdatJan Kautz
2020-07-08
Journey Towards Tiny Perceptual Super-Resolution
Royson LeeŁukasz DudziakMohamed AbdelfattahStylianos I. VenierisHyeji KimHongkai WenNicholas D. Lane
2020-07-08
3D Topology Transformation with Generative Adversarial Networks
Luca StornaiuoloNima DehmamyAlbert-László BarabásiMauro Martino
2020-07-07
Do Transformers Need Deep Long-Range Memory
Jack W. RaeAli Razavi
2020-07-07
Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)
Yuqing LiTao LuoNung Kwan Yip
2020-07-07
The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning
Harm van SeijenHadi NekoeiEvan RacahSarath Chandar
2020-07-07
Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback
Carlos GemmellFederico RossettoJeffrey Dalton
2020-07-06
Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network
Wenjia WangTianyang HuCong LinGuang Cheng
2020-07-06
Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images
Dennis Núñez-FernándezLamberto BallanGabriel Jiménez-AvalosJorge CoronelMirko Zimic
2020-07-06
EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning
| Bailin LiBowen WuJiang SuGuangrun WangLiang Lin
2020-07-06
Rethinking Bottleneck Structure for Efficient Mobile Network Design
Zhou DaquanQibin HouYunpeng ChenJiashi FengShuicheng Yan
2020-07-05
HoughNet: Integrating near and long-range evidence for bottom-up object detection
| Nermin SametSamet HicsonmezEmre Akbas
2020-07-05
Learning to Prune in Training via Dynamic Channel Propagation
| Shibo ShenRongpeng LiZhifeng ZhaoHonggang ZhangYugeng Zhou
2020-07-03
Abstractive and mixed summarization for long-single documents
Roger BarrullJugal Kalita
2020-07-03
Provably Efficient Neural Estimation of Structural Equation Model: An Adversarial Approach
Luofeng LiaoYou-Lin ChenZhuoran YangBo DaiZhaoran WangMladen Kolar
2020-07-02
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?
| Ella M. GaleNicholas MartinRyan BlythingAnh NguyenJeffrey S. Bowers
2020-07-02
D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector
| Renu SharmaArun Ross
2020-07-02
MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes
Yilin ChenMing LiYongfei WuXueyu LiuFang HaoDaoxiang ZhouXiaoshuang ZhouChen Wang
2020-07-02
A Novel BGCapsule Network for Text Classification
Akhilesh Kumar GangwarVadlamani Ravi
2020-07-02
Self-Attention Guided Copy Mechanism for Abstractive Summarization
Song XuHaoran LiPeng YuanYouzheng WuXiaodong HeBowen Zhou
2020-07-01
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
Hannah CraigheadAndrew CainesPaula ButteryHelen Yannakoudakis
2020-07-01
Multimodal and Multiresolution Speech Recognition with Transformers
Georgios ParaskevopoulosSrinivas ParthasarathyAparna KhareShiva Sundaram
2020-07-01
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction
| Zixiang DingRui XiaJianfei Yu
2020-07-01
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
Jianfei YuJing JiangLi YangRui Xia
2020-07-01
Roles and Utilization of Attention Heads in Transformer-based Neural Language Models
Jae-young JoSung-Hyon Myaeng
2020-07-01
Probing for Referential Information in Language Models
Ionut-Teodor SorodocKristina GulordavaGemma Boleda
2020-07-01
Multimodal Transformer for Multimodal Machine Translation
Shaowei YaoXiaojun Wan
2020-07-01
Paraphrase Generation by Learning How to Edit from Samples
Amirhossein KazemnejadMohammadreza SalehiMahdieh Soleymani Baghshah
2020-07-01
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification
Hao TangDonghong JiChenliang LiQiji Zhou
2020-07-01
Do Transformers Need Deep Long-Range Memory?
Jack RaeAli Razavi
2020-07-01
In Neural Machine Translation, What Does Transfer Learning Transfer?
Alham Fikri AjiNikolay BogoychevKenneth HeafieldRico Sennrich
2020-07-01
Feature Projection for Improved Text Classification
Qi QinWenpeng HuBing Liu
2020-07-01
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation
Arya D. McCarthyXian LiJiatao GuNing Dong
2020-07-01
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation
| Yizhe ZhangSiqi SunMichel GalleyYen-Chun ChenChris BrockettXiang GaoJianfeng GaoJingjing LiuBill Dolan
2020-07-01
Combining Subword Representations into Word-level Representations in the Transformer Architecture
Noe CasasMarta R. Costa-juss{\`a}Jos{\'e} A. R. Fonollosa
2020-07-01
Robust Neural Machine Translation with ASR Errors
Haiyang XueYang FengShuhao GuWei Chen
2020-07-01
An empirical investigation of neural methods for content scoring of science explanations
Brian RiordanSarah BichlerAllison BradfordJennifer King ChenKorah WileyLibby GerardMarcia C. Linn
2020-07-01
Neural Transduction of Letter Position Dyslexia using an Anagram Matrix Representation
Avi Bleiweiss
2020-07-01
Character aware models with similarity learning for metaphor detection
Tarun KumarYashvardhan Sharma
2020-07-01
A Transformer Approach to Contextual Sarcasm Detection in Twitter
Hunter GregorySteven LiPouya MohammadiNatalie TarnRachel DraelosCynthia Rudin
2020-07-01
Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing
Han HeJinho D. Choi
2020-07-01
KIT's IWSLT 2020 SLT Translation System
Ngoc-Quan PhamFelix SchneiderTuan-Nam NguyenThanh-Le HaThai Son NguyenMaximilian AwiszusSebastian St{\"u}kerAlex Waibeler
2020-07-01
End-to-End Simultaneous Translation System for IWSLT2020 Using Modality Agnostic Meta-Learning
Hou Jeung HanMohd Abbas ZaidiSathish Reddy IndurthiNikhil Kumar LakumarapuBeomseok LeeSangha Kim
2020-07-01
End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning
Nikhil Kumar LakumarapuBeomseok LeeSathish Reddy IndurthiHou Jeung HanMohd Abbas ZaidiSangha Kim
2020-07-01
SRPOL's System for the IWSLT 2020 End-to-End Speech Translation Task
Tomasz PotapczykPawel Przybysz
2020-07-01
The AFRL IWSLT 2020 Systems: Work-From-Home Edition
Brian OreEric HansenTim AndersonJeremy Gwinnup
2020-07-01
OPPO's Machine Translation System for the IWSLT 2020 Open Domain Translation Task
Qian ZhangXiaopu LiDawei DangTingxun ShiDi AiZhengshan XueJie Hao
2020-07-01
CASIA's System for IWSLT 2020 Open Domain Translation
Qian WangYuchen LiuCong MaYu LuYining WangLong ZhouYang ZhaoJiajun ZhangChengqing Zong
2020-07-01
Deep Blue Sonics' Submission to IWSLT 2020 Open Domain Translation Task
Enmin SuYi Ren
2020-07-01
University of Tsukuba's Machine Translation System for IWSLT20 Open Domain Translation Task
Hongyi CuiYizhen WeiShohei IidaTakehito UtsuroMasaaki Nagata
2020-07-01
Xiaomi's Submissions for IWSLT 2020 Open Domain Translation Task
Yuhui SunMengxue GuoXiang LiJianwei CuiBin Wang
2020-07-01
The HW-TSC Video Speech Translation System at IWSLT 2020
Minghan WangHao YangYao DengYing QinLizhi LeiDaimeng WeiHengchao ShangNing XieXiaochun LiJiaxian Guo
2020-07-01
Towards Stream Translation: Adaptive Computation Time for Simultaneous Machine Translation
Felix SchneiderAlex Waibeler
2020-07-01
Compressing Neural Machine Translation Models with 4-bit Precision
Alham Fikri AjiKenneth Heafield
2020-07-01
Training and Inference Methods for High-Coverage Neural Machine Translation
Michael YangYixin LiuRahul Mayuranath
2020-07-01
Expand and Filter: CUNI and LMU Systems for the WNGT 2020 Duolingo Shared Task
Jind{\v{r}}ich Libovick{\'y}Zden{\v{e}}k KasnerJind{\v{r}}ich HelclOnd{\v{r}}ej Du{\v{s}}ek
2020-07-01
The NiuTrans System for WNGT 2020 Efficiency Task
Chi HuBei LiYinqiao LiYe LinYanyang LiChenglong WangTong XiaoJingbo Zhu
2020-07-01
Efficient and High-Quality Neural Machine Translation with OpenNMT
Guillaume KleinDakun ZhangCl{\'e}ment ChouteauJosep CregoJean Senellart
2020-07-01
Improving Document-Level Neural Machine Translation with Domain Adaptation
Sami Ul HaqSadaf Abdul RaufArslan ShoukatNoor-e- Hira
2020-07-01
CopyBERT: A Unified Approach to Question Generation with Self-Attention
Stalin VaranasiSaadullah AminGuenter Neumann
2020-07-01
How to Tame Your Data: Data Augmentation for Dialog State Tracking
Adam SummervilleJordan HashemiJames Ryanwilliam ferguson
2020-07-01
Methods for Extracting Information from Messages from Primary Care Providers to Specialists
Xiyu DingMichael BarnettAteev MehrotraTimothy Miller
2020-07-01
Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models
Seppo EnarviMarilisa AmoiaMiguel Del-Agua TebaBrian DelaneyFrank DiehlStefan HahnKristina HarrisLiam McGrathYue PanJoel PintoLuca RubiniMiguel RuizGag SingheepFabian StemmerWeiyi SunPaul VozilaThomas LinRanjani Ramamurthy
2020-07-01
Enhancing Transformer with Sememe Knowledge
Yuhui ZhangChenghao YangZhengping ZhouZhiyuan Liu
2020-07-01
Grapheme-to-Phoneme Conversion with a Multilingual Transformer Model
Omnia ElSaadanyBenjamin Suter
2020-07-01
Frustratingly Easy Multilingual Grapheme-to-Phoneme Conversion
Nikhil PrabhuKatharina Kann
2020-07-01
Leveraging Principal Parts for Morphological Inflection
Ling LiuMans Hulden
2020-07-01
Data Augmentation for Transformer-based G2P
Zach RyanMans Hulden
2020-07-01
HausaMT v1.0: Towards English--Hausa Neural Machine Translation
Adewale Akinfaderin
2020-07-01
Developing cooperative policies for multi-stage tasks
Jordan ErskineChris Lehnert
2020-07-01
Regularly Updated Deterministic Policy Gradient Algorithm
Shuai HanWenbo ZhouShuai LüJiayu Yu
2020-07-01
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture
| Tiange XiangChaoyi ZhangDongnan LiuYang SongHeng HuangWeidong Cai
2020-07-01
Deep Isometric Learning for Visual Recognition
| Haozhi QiChong YouXiaolong WangYi MaJitendra Malik
2020-06-30
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks
| R. RobinsonQ. DouD. C. CastroK. KamnitsasM. de GrootR. M. SummersD. RueckertB. Glocker
2020-06-30
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
| Dmitry LepikhinHyoukJoong LeeYuanzhong XuDehao ChenOrhan FiratYanping HuangMaxim KrikunNoam ShazeerZhifeng Chen
2020-06-30
Correction of Faulty Background Knowledge based on Condition Aware and Revise Transformer for Question Answering
Xinyan ZhaoXiao FengHaoming ZhongJun YaoHuanhuan Chen
2020-06-30
PriorGAN: Real Data Prior for Generative Adversarial Nets
Shuyang GuJianmin BaoDong ChenFang Wen
2020-06-30
Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation
William Adorno IIIAngela YiMarcel DurieuxDonald Brown
2020-06-30
Improving robustness against common corruptions by covariate shift adaptation
Steffen SchneiderEvgenia RusakLuisa EckOliver BringmannWieland BrendelMatthias Bethge
2020-06-30
Simplifying Models with Unlabeled Output Data
Sang Michael XieTengyu MaPercy Liang
2020-06-29
Near-Optimal SQ Lower Bounds for Agnostically Learning Halfspaces and ReLUs under Gaussian Marginals
Ilias DiakonikolasDaniel M. KaneNikos Zarifis
2020-06-29
Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks
| Emma RocheteauPietro LiòStephanie Hyland
2020-06-29
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis
| Jean-Benoit DelbrouckNoé TitsMathilde BrousmicheStéphane Dupont
2020-06-29
Statistical-Query Lower Bounds via Functional Gradients
Surbhi GoelAravind GollakotaAdam Klivans
2020-06-29
Multi-Head Attention: Collaborate Instead of Concatenate
| Jean-Baptiste CordonnierAndreas LoukasMartin Jaggi
2020-06-29
Rethinking Positional Encoding in Language Pre-training
| Guolin KeDi HeTie-Yan Liu
2020-06-28
Self-Attention Networks for Intent Detection
Sevinj YolchuyevaGéza NémethBálint Gyires-Tóth
2020-06-28
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates
| Ke SunZigang GengDepu MengBin XiaoDong LiuZhaoxiang ZhangJingdong Wang
2020-06-28
Causal Explanations of Image Misclassifications
Yan MinMiles Bennett
2020-06-28
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization
Beliz GunelChenguang ZhuMichael ZengXuedong Huang
2020-06-27
Interactive Deep Refinement Network for Medical Image Segmentation
Titinunt KitrungrotsakulIwamoto YutaroLanfen LinRuofeng TongJingsong LiYen-Wei Chen
2020-06-27
Alpha-Net: Architecture, Models, and Applications
Jishan ShaikhAdya SharmaAnkit ChouhanAvinash Mahawar
2020-06-27
Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning
Firas FredjYasser Al-EryaniSetareh MaghsudiMohamed AkroutEkram Hossain
2020-06-26
What they do when in doubt: a study of inductive biases in seq2seq learners
| Eugene KharitonovRahma Chaabouni
2020-06-26
TURL: Table Understanding through Representation Learning
| Xiang DengHuan SunAlyssa LeesYou WuCong Yu
2020-06-26
Training Convolutional ReLU Neural Networks in Polynomial Time: Exact Convex Optimization Formulations
Tolga ErgenMert Pilanci
2020-06-26
BERTology Meets Biology: Interpreting Attention in Protein Language Models
| Jesse VigAli MadaniLav R. VarshneyCaiming XiongRichard SocherNazneen Fatema Rajani
2020-06-26
COVID-19 detection using Residual Attention Network an Artificial Intelligence approach
Vishal SharmaCurtis Dyreson
2020-06-26
Conditional Set Generation with Transformers
Adam R KosiorekHyunjik KimDanilo J Rezende
2020-06-26
DRACO: Co-Optimizing Hardware Utilization, and Performance of DNNs on Systolic Accelerator
Nandan Kumar JhaShreyas RavishankarSparsh MittalArvind KaushikDipan MandalMahesh Chandra
2020-06-26
Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal
Shujaat KhanJaeyoung HuhJong Chul Ye
2020-06-26
Smooth Adversarial Training
Cihang XieMingxing TanBoqing GongAlan YuilleQuoc V. Le
2020-06-25
Learning Source Phrase Representations for Neural Machine Translation
Hongfei XuJosef van GenabithDeyi XiongQiuhui LiuJingyi Zhang
2020-06-25
Implicitly Maximizing Margins with the Hinge Loss
Justin Lizama
2020-06-25
Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering
Chiranjib Sur
2020-06-25
SACT: Self-Aware Multi-Space Feature Composition Transformer for Multinomial Attention for Video Captioning
Chiranjib Sur
2020-06-25
Noise, overestimation and exploration in Deep Reinforcement Learning
Rafael Stekolshchik
2020-06-25
Parametric Instance Classification for Unsupervised Visual Feature Learning
Yue CaoZhenda XieBin LiuYutong LinZheng ZhangHan Hu
2020-06-25
Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung
Alexandr G. Rassadin
2020-06-25
Differentiable Window for Dynamic Local Attention
Thanh-Tung NguyenXuan-Phi NguyenShafiq JotyXiaoli Li
2020-06-24
AReLU: Attention-based Rectified Linear Unit
| Dengsheng ChenKai Xu
2020-06-24
DeepAbstract: Neural Network Abstraction for Accelerating Verification
Pranav AshokVahid HashemiJan KřetínskýStefanie Mohr
2020-06-24
Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks
Francis WilliamsMatthew TragerJoan BrunaDenis Zorin
2020-06-24
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification
Christian TjandraatmadjaRoss AndersonJoey HuchetteWill MaKrunal PatelJuan Pablo Vielma
2020-06-24
Hyperparameter Ensembles for Robustness and Uncertainty Quantification
Florian WenzelJasper SnoekDustin TranRodolphe Jenatton
2020-06-24
3D Pose Detection in Videos: Focusing on Occlusion
Justin WangEdward XuKangrui XueLukasz Kidzinski
2020-06-24
On the Difficulty of Designing Processor Arrays for Deep Neural Networks
| Kevin StehleGünther SchindlerHolger Fröning
2020-06-24
A Novel and Reliable Deep Learning Web-Based Tool to Detect COVID-19 Infection from Chest CT-Scan
| Abdolkarim SaeediMaryam SaeediArash Maghsoudi
2020-06-24
Deep Convolutional GANs for Car Image Generation
Dong Hui Kim
2020-06-24
Malignancy-Aware Follow-Up Volume Prediction for Lung Nodules
Yamin LiJiancheng YangYi XuJingwei XuXiaodan YeGuangyu TaoXueqian XieGuixue Liu
2020-06-24
Flexible Image Denoising with Multi-layer Conditional Feature Modulation
| Jiazhi DuXin QiaoZifei YanHongzhi ZhangWangmeng Zuo
2020-06-24
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net
| Dominik MüllerIñaki Soto ReyFrank Kramer
2020-06-24
The Effect of Multi-step Methods on Overestimation in Deep Reinforcement Learning
Lingheng MengRob GorbetDana Kulić
2020-06-23
Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data
| Rui DaiShenkun XuQian GuChenguang JiKaikui Liu
2020-06-23
Bach or Mock? A Grading Function for Chorales in the Style of J.S. Bach
| Alexander FangAlisa LiuPrem SeetharamanBryan Pardo
2020-06-23
Experience Replay with Likelihood-free Importance Weights
Samarth SinhaJiaming SongAnimesh GargStefano Ermon
2020-06-23
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks
| Eugene LeeChen-Yi Lee
2020-06-23
Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention
Lei LiXin WengJulia A. SchnabelXiahai Zhuang
2020-06-23
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks
Rohit LokwaniAshrika GaikwadViraj KulkarniAniruddha PantAmit Kharat
2020-06-23
Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation
Yixin WangYao ZhangYang LiuJiang TianCheng ZhongZhongchao ShiYang ZhangZhiqiang He
2020-06-23
Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks
Ilias DiakonikolasDaniel M. KaneVasilis KontonisNikos Zarifis
2020-06-22
Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime
Atsushi NitandaTaiji Suzuki
2020-06-22
Advantages of biologically-inspired adaptive neural activation in RNNs during learning
Victor GeadahGiancarlo KergStefan HoroiGuy WolfGuillaume Lajoie
2020-06-22
Deep Network Approximation with Discrepancy Being Reciprocal of Width to Power of Depth
Zuowei ShenHaizhao YangShijun Zhang
2020-06-22
A Self-Attention Network based Node Embedding Model
Dai Quoc NguyenTu Dinh NguyenDinh Phung
2020-06-22
Superpolynomial Lower Bounds for Learning One-Layer Neural Networks using Gradient Descent
Surbhi GoelAravind GollakotaZhihan JinSushrut KarmalkarAdam Klivans
2020-06-22
Exploring Software Naturalness through Neural Language Models
Luca BurattiSaurabh PujarMihaela BorneaScott McCarleyYunhui ZhengGaetano RossielloAlessandro MorariJim LaredoVeronika ThostYufan ZhuangGiacomo Domeniconi
2020-06-22
HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images
Mart van RijthovenMaschenka BalkenholKarina SiliņaJeroen van der LaakFrancesco Ciompi
2020-06-22
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation
Yong ChengLu JiangWolfgang MachereyJacob Eisenstein
2020-06-21
The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2
Assaf SingerKatharina Kann
2020-06-21
Sequential Feature Filtering Classifier
Minseok SeoJaemin LeeJongchan ParkDong-Geol Choi
2020-06-21
Network Moments: Extensions and Sparse-Smooth Attacks
Modar AlfadlyAdel BibiEmilio BoteroSalman AlsubaihiBernard Ghanem
2020-06-21
Efficient Integer-Arithmetic-Only Convolutional Neural Networks
Hengrui ZhaoDong LiuHouqiang Li
2020-06-21
Off-Policy Self-Critical Training for Transformer in Visual Paragraph Generation
Shiyang YanYang HuaNeil M. Robertson
2020-06-21
A Universal Representation Transformer Layer for Few-Shot Image Classification
| Lu LiuWilliam HamiltonGuodong LongJing JiangHugo Larochelle
2020-06-21
Training (Overparametrized) Neural Networks in Near-Linear Time
Jan van den BrandBinghui PengZhao SongOmri Weinstein
2020-06-20
Memory Transformer
Mikhail S. BurtsevGrigory V. Sapunov
2020-06-20
Towards Understanding Label Smoothing
Yi XuYuanhong XuQi QianHao LiRong Jin
2020-06-20
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition
| Ionut Cosmin DutaLi LiuFan ZhuLing Shao
2020-06-20
Paying more attention to snapshots of Iterative Pruning: Improving Model Compression via Ensemble Distillation
| Duong H. LeVo Trung NhanNam Thoai
2020-06-20
End-to-end deep metamodeling to calibrate and optimize energy loads
Max CohenMaurice CharbitSylvain Le CorffMarius PredaGilles Nozière
2020-06-19
On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems
Panayotis MertikopoulosNadav HallakAli KavisVolkan Cevher
2020-06-19
Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing
Szu-Wei FuChien-Feng LiaoTsun-An HsiehKuo-Hsuan HungSyu-Siang WangCheng YuHeng-Cheng KuoRyandhimas E. ZezarioYou-Jin LiShang-Yi ChuangYen-Ju LuYu Tsao
2020-06-18
Multi-branch Attentive Transformer
| Yang FanShufang XieYingce XiaLijun WuTao QinXiang-Yang LiTie-Yan Liu
2020-06-18
I-BERT: Inductive Generalization of Transformer to Arbitrary Context Lengths
| Hyoungwook NamSeung Byum SeoVikram Sharma MailthodyNoor MichaelLan Li
2020-06-18
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization
Yao ZhaoMohammad SalehPeter J. Liu
2020-06-18
Sparse GPU Kernels for Deep Learning
Trevor GaleMatei ZahariaCliff YoungErich Elsen
2020-06-18
Effective Formal Verification of Neural Networks using the Geometry of Linear Regions
Haitham KhedrJames FerlezYasser Shoukry
2020-06-18
SenWave: Monitoring the Global Sentiments under the COVID-19 Pandemic
Qiang YangHind AlamroSomayah AlbaradeiAdil SalhiXiaoting LvChangsheng MaManal AlshehriInji JaberFaroug TifrateneWei WangTakashi GojoboriCarlos M. DuarteXin GaoXiangliang Zhang
2020-06-18
Reducing Estimation Bias via Weighted Delayed Deep Deterministic Policy Gradient
Qiang HeXinwen Hou
2020-06-18
Neural Graphics Pipeline for Controllable Image Generation
Xuelin ChenDaniel Cohen-OrBaoquan ChenNiloy J. Mitra
2020-06-18
DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Soumick ChatterjeeKartik PrabhuMahantesh PattadkalGerda BortsovaFlorian DubostHendrik MatternMarleen de BruijneOliver SpeckAndreas Nürnberger
2020-06-18
Differentiable Augmentation for Data-Efficient GAN Training
| Shengyu ZhaoZhijian LiuJi LinJun-Yan ZhuSong Han
2020-06-18
Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers
Pallav Kumar BeraCan Isik
2020-06-17
Automatically Ranked Russian Paraphrase Corpus for Text Generation
Vadim GudkovOlga MitrofanovaElizaveta Filippskikh
2020-06-17
Learning Visual Commonsense for Robust Scene Graph Generation
Alireza ZareianZhecan WangHaoxuan YouShih-Fu Chang
2020-06-17
Big Self-Supervised Models are Strong Semi-Supervised Learners
| Ting ChenSimon KornblithKevin SwerskyMohammad NorouziGeoffrey Hinton
2020-06-17
Fine-Grained Stochastic Architecture Search
Shraman Ray ChaudhuriElad EbanHanhan LiMax MorozYair Movshovitz-Attias
2020-06-17
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs
Nicolae-Cătălin RisteaRadu Tudor Ionescu
2020-06-17
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
| Mathilde CaronIshan MisraJulien MairalPriya GoyalPiotr BojanowskiArmand Joulin
2020-06-17
Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs
Martin SchmittLeonardo F. R. RibeiroPhilipp DufterIryna GurevychHinrich Schütze
2020-06-16
SPLASH: Learnable Activation Functions for Improving Accuracy and Adversarial Robustness
Mohammadamin TavakoliForest AgostinelliPierre Baldi
2020-06-16
Minimum Width for Universal Approximation
Sejun ParkChulhee YunJaeho LeeJinwoo Shin
2020-06-16
Counterexample-Guided Learning of Monotonic Neural Networks
| Aishwarya SivaramanGolnoosh FarnadiTodd MillsteinGuy Van den Broeck
2020-06-16
Directional Pruning of Deep Neural Networks
| Shih-Kang ChaoZhanyu WangYue XingGuang Cheng
2020-06-16
Improving accuracy and speeding up Document Image Classification through parallel systems
| Javier FerrandoJuan Luis DominguezJordi TorresRaul GarciaDavid GarciaDaniel GarridoJordi CortadaMateo Valero
2020-06-16
Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs
Aditya RajagopalDiederik Adriaan VinkStylianos I. VenierisChristos-Savvas Bouganis
2020-06-16
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning
Jie AnTao LiHaozhi HuangLi ShenXuan WangYongyi TangJinwen MaWei LiuJiebo Luo
2020-06-16
A Study of Compositional Generalization in Neural Models
Tim KlingerDhaval AdjodahVincent MaroisJosh JosephMatthew RiemerAlex 'Sandy' PentlandMurray Campbell
2020-06-16
Intriguing generalization and simplicity of adversarially trained neural networks
Chirag AgarwalPeijie ChenAnh Nguyen
2020-06-16
Gradient Amplification: An efficient way to train deep neural networks
Sunitha BasodiChunyan JiHaiping ZhangYi Pan
2020-06-16
Adversarial representation learning for private speech generation
| David EricssonAdam ÖstbergEdvin Listo ZecJohn MartinssonOlof Mogren
2020-06-16
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning
| Arman HaghanifarMahdiyar Molahasani MajdabadiYounhee ChoiS. DeivalakshmiSeokbum Ko
2020-06-16
Globally Injective ReLU Networks
Michael PuthawalaKonik KothariMatti LassasIvan DokmanićMaarten de Hoop
2020-06-15
Fine-grained Human Evaluation of Transformer and Recurrent Approaches to Neural Machine Translation for English-to-Chinese
| Yuying YeAntonio Toral
2020-06-15
On the Multi-Property Extraction and Beyond
Tomasz DwojakMichał PietruszkaŁukasz BorchmannFilip GralińskiJakub Chłędowski
2020-06-15
Exploration of End-to-End ASR for OpenSTT -- Russian Open Speech-to-Text Dataset
Andrei AndrusenkoAleksandr LaptevIvan Medennikov
2020-06-15
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement
Do-Guk KimHeung-Chang Lee
2020-06-15
Neural Networks Fail to Learn Periodic Functions and How to Fix It
Liu ZiyinTilman HartwigMasahito Ueda
2020-06-15
An online evolving framework for advancing reinforcement-learning based automated vehicle control
Teawon HanSubramanya NageshraoDimitar P. FilevUmit Ozguner
2020-06-15
CryptoNAS: Private Inference on a ReLU Budget
Zahra GhodsiAkshaj VeldandaBrandon ReagenSiddharth Garg
2020-06-15
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images
Nicholas TrieuSebastian GoodmanPradyumna NarayanaKazoo SoneRadu Soricut
2020-06-15
Understanding Global Loss Landscape of One-hidden-layer ReLU Networks, Part 2: Experiments and Analysis
Bo Liu
2020-06-15
A study of the effect of the illumination model on the generation of synthetic training datasets
Xin ZhangNing JiaIoannis Ivrissimtzis
2020-06-15
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction
| Tong HeJohn CollomosseHailin JinStefano Soatto
2020-06-15
Optimal Lottery Tickets via SubsetSum: Logarithmic Over-Parameterization is Sufficient
Ankit PensiaShashank RajputAlliot NagleHarit VishwakarmaDimitris Papailiopoulos
2020-06-14
Global Convergence of Sobolev Training for Overparametrized Neural Networks
Jorio CocolaPaul Hand
2020-06-14
Entropic gradient descent algorithms and wide flat minima
Fabrizio PittorinoCarlo LucibelloChristoph FeinauerEnrico M. MalatestaGabriele PeruginiCarlo BaldassiMatteo NegriElizaveta DemyanenkoRiccardo Zecchina
2020-06-14
2D Image Relighting with Image-to-Image Translation
| Paul GaftonErick Maraz
2020-06-14
Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya
Abrhalei TelaAbraham WoubieVille Hautamaki
2020-06-13
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search
Helia HashemiHamed ZamaniW. Bruce Croft
2020-06-13
Temporal Fusion Network for Temporal Action Localization:Submission to ActivityNet Challenge 2020 (Task E)
Zhiwu QingXiang WangYongpeng SangChangxin GaoShiwei ZhangNong Sang
2020-06-13
Modelling High-Level Mathematical Reasoning in Mechanised Declarative Proofs
Wenda LiLei YuYuhuai WuLawrence C. Paulson
2020-06-13
Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks
Lili WangRuibo LiuSoroush Vosoughi
2020-06-13
Split-Merge Pooling
Omid Hosseini JafariCarsten Rother
2020-06-13
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
| Jean-Bastien GrillFlorian StrubFlorent AltchéCorentin TallecPierre H. RichemondElena BuchatskayaCarl DoerschBernardo Avila PiresZhaohan Daniel GuoMohammad Gheshlaghi AzarBilal PiotKoray KavukcuogluRémi MunosMichal Valko
2020-06-13
GIPFA: Generating IPA Pronunciation from Audio
| Xavier Marjou
2020-06-13
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech
Thomas SearleZina IbrahimRichard Dobson
2020-06-12
Implicit bias of gradient descent for mean squared error regression with wide neural networks
Hui JinGuido Montúfar
2020-06-12
Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences
| Marissa A. WeisKashyap ChittaYash SharmaWieland BrendelMatthias BethgeAndreas GeigerAlexander S. Ecker
2020-06-12
Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks
Katsuhiko IshiguroKenta OonoKohei Hayashi
2020-06-12
On Correctness of Automatic Differentiation for Non-Differentiable Functions
Wonyeol LeeHangyeol YuXavier RivalHongseok Yang
2020-06-12
Human and Multi-Agent collaboration in a human-MARL teaming framework
Neda NavidiFrancois ChabotSagar KurandwadIrv LustigmanVincent RobertGregory SzriftgiserAndrea Schuch
2020-06-12
Continuous Control for Searching and Planning with a Learned Model
Xuxi YangWerner DuvaudPeng Wei
2020-06-12
Directional convergence and alignment in deep learning
Ziwei JiMatus Telgarsky
2020-06-11
Dance Revolution: Long Sequence Dance Generation with Music via Curriculum Learning
| Ruozi HuangHuang HuWei WuKei SawadaMi Zhang
2020-06-11
Optimization Theory for ReLU Neural Networks Trained with Normalization Layers
Yonatan DuklerQuanquan GuGuido Montúfar
2020-06-11
FastPitch: Parallel Text-to-speech with Pitch Prediction
Adrian Łańcucki
2020-06-11
Tangent Space Sensitivity and Distribution of Linear Regions in ReLU Networks
Bálint Daróczy
2020-06-11
On the Tightness of Semidefinite Relaxations for Certifying Robustness to Adversarial Examples
Richard Y. Zhang
2020-06-11
On the asymptotics of wide networks with polynomial activations
Kyle AitkenGuy Gur-Ari
2020-06-11
Neural Path Features and Neural Path Kernel : Understanding the role of gates in deep learning
Chandrashekar LakshminarayananAmit Vikram Singh
2020-06-11
Privacy-Aware Activity Classification from First Person Office Videos
Partho GhoshMd. Abrar IstiakNayeeb RashidAhsan Habib AkashRidwan AbrarAnkan Ghosh DastiderAsif Shahriyar SushmitTaufiq Hasan
2020-06-11
Rethinking Pre-training and Self-training
| Barret ZophGolnaz GhiasiTsung-Yi LinYin CuiHanxiao LiuEkin D. CubukQuoc V. Le
2020-06-11
Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification
Neil VaughanBogdan Gabrys
2020-06-11
Training Generative Adversarial Networks with Limited Data
| Tero KarrasMiika AittalaJanne HellstenSamuli LaineJaakko LehtinenTimo Aila
2020-06-11
DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images
Pin TangChen ZuMei HongRui YanXingchen PengJianghong XiaoXi WuJiliu ZhouLuping ZhouYan Wang
2020-06-11
Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?
Lifu WangBo ShenNing ZhaoZhiyuan Zhang
2020-06-10
All Local Minima are Global for Two-Layer ReLU Neural Networks: The Hidden Convex Optimization Landscape
Jonathan LacotteMert Pilanci
2020-06-10
Extrapolation for Large-batch Training in Deep Learning
Tao LinLingjing KongSebastian U. StichMartin Jaggi
2020-06-10
Applying Deep-Learning-Based Computer Vision to Wireless Communications: Methodologies, Opportunities, and Challenges
Yu TianGaofeng PanMohamed-Slim Alouini
2020-06-10
Interpolation between Residual and Non-Residual Networks
| Zonghan YangYang LiuChenglong BaoZuoqiang Shi
2020-06-10
Approximating Lipschitz continuous functions with GroupSort neural networks
Ugo TanielianMaxime SangnierGerard Biau
2020-06-09
Graph-Aware Transformer: Is Attention All Graphs Need?
Sanghyun YooYoung-Seok KimKang Hyun LeeKuhwan JeongJunhwi ChoiHoshik LeeYoung Sang Choi
2020-06-09
HausaMT v1.0: Towards English-Hausa Neural Machine Translation
Adewale Akinfaderin
2020-06-09
In Proximity of ReLU DNN, PWA Function, and Explicit MPC
Saman Fahandezh-SaadiMasayoshi Tomizuka
2020-06-09
Bombus Species Image Classification
Venkat MargapuriGeorge LavezziRobert StewartDan Wagner
2020-06-09
Can Synthetic Data Improve Object Detection Results for Remote Sensing Images?
Weixing LiuJun LiuBin Luo
2020-06-09
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping
Naoto YokoyaKazuki YamanoiWei HeGerald BaierBruno AdrianoHiroyuki MiuraSatoru Oishi
2020-06-09
Modeling Discourse Structure for Document-level Neural Machine Translation
Junxuan ChenXiang LiJiarui ZhangChulun ZhouJianwei CuiBin WangJinsong Su
2020-06-08
MultiSpeech: Multi-Speaker Text to Speech with Transformer
Mingjian ChenXu TanYi RenJin XuHao SunSheng ZhaoTao QinTie-Yan Liu
2020-06-08
ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
Théo RyffelDavid PointchevalFrancis Bach
2020-06-08
A Variational View on Bootstrap Ensembles as Bayesian Inference
Dimitrios MiliosPietro MichiardiMaurizio Filippone
2020-06-08
Learning to Count Words in Fluent Speech enables Online Speech Recognition
| George SterpuChristian SaamNaomi Harte
2020-06-08
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers
Tim Z. XiaoAidan N. GomezYarin Gal
2020-06-08
Unstructured Road Vanishing Point Detection Using the Convolutional Neural Network and Heatmap Regression
Yin-Bo LiuMing ZengQing-Hao Meng
2020-06-08
Learning disconnected manifolds: a no GANs land
Ugo TanielianThibaut IssenhuthElvis DohmatobJeremie Mary
2020-06-08
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution
Pravendra SinghPratik MazumderVinay P. Namboodiri
2020-06-08
Big GANs Are Watching You: Towards Unsupervised Object Segmentation with Off-the-Shelf Generative Models
| Andrey VoynovStanislav MorozovArtem Babenko
2020-06-08
A Framework for Neural Network Pruning Using Gibbs Distributions
Alex LabachShahrokh Valaee
2020-06-08
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection
| Xiang LiWenhai WangLijun WuShuo ChenXiaolin HuJun LiJinhui TangJian Yang
2020-06-08
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations
| Jeya Maria JoseVishwanath SindagiIlker HacihalilogluVishal M. Patel
2020-06-08
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation
| Debesh JhaMichael A. RieglerDag JohansenPål HalvorsenHåvard D. Johansen
2020-06-08
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images
Abtin RiasatianMaral RasoolijaberiMorteza BabaeiH. R. Tizhoosh
2020-06-08
Learning Texture Transformer Network for Image Super-Resolution
| Fuzhi YangHuan YangJianlong FuHongtao LuBaining Guo
2020-06-07
Sharp Representation Theorems for ReLU Networks with Precise Dependence on Depth
Guy BreslerDheeraj Nagaraj
2020-06-07
EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks
| Hojjat SalehinejadShahrokh Valaee
2020-06-07
Realistic text replacement with non-uniform style conditioning
Arseny NerinovskyIgor BuzhinskyAndey Filchencov
2020-06-07
VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net architecture
Da-Yi WuYen-Hao ChenHung-Yi Lee
2020-06-07
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images
Mete AhishaliAysen DegerliMehmet YamacSerkan KiranyazMuhammad E. H. ChowdhuryKhalid HameedTahir HamidRashid MazharMoncef Gabbouj
2020-06-07
Challenges and Thrills of Legal Arguments
Anurag PallaproluRadha VaidyaAditya Swaroop Attawar
2020-06-06
A Robust Attentional Framework for License Plate Recognition in the Wild
Linjiang ZhangPeng WangHui LiZhen LiChunhua ShenYanning Zhang
2020-06-06
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion
Peng-Shuai WangYang LiuXin Tong
2020-06-06
Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers
Krzysztof ChoromanskiValerii LikhosherstovDavid DohanXingyou SongJared DavisTamas SarlosDavid BelangerLucy ColwellAdrian Weller
2020-06-05
GMAT: Global Memory Augmentation for Transformers
| Ankit GuptaJonathan Berant
2020-06-05
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing
| Zihang DaiGuokun LaiYiming YangQuoc V. Le
2020-06-05
Discovering Parametric Activation Functions
Garrett BinghamRisto Miikkulainen
2020-06-05
Overcoming the Curse of Dimensionality in Density Estimation with Mixed Sobolev GANs
Liang DingRui TuoShahin Shahrampour
2020-06-05
An Overview of Neural Network Compression
James O' Neill
2020-06-05
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning
Robert MüllerFabian RitzSteffen IlliumClaudia Linnhoff-Popien
2020-06-05
Visual Transformers: Token-based Image Representation and Processing for Computer Vision
Bichen WuChenfeng XuXiaoliang DaiAlvin WanPeizhao ZhangMasayoshi TomizukaKurt KeutzerPeter Vajda
2020-06-05
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks
Iñigo Azqueta-GavaldonFlorian FröhlichKlaus StroblRudolph Triebel
2020-06-05
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection
Fan YangXiao Xiao
2020-06-05
End-to-End Speech-Translation with Knowledge Distillation: [email protected]
Marco GaidoMattia Antonino Di GangiMatteo NegriMarco Turchi
2020-06-04
Network size and weights size for memorization with two-layers neural networks
Sébastien BubeckRonen EldanYin Tat LeeDan Mikulincer
2020-06-04
Overcoming Overfitting and Large Weight Update Problem in Linear Rectifiers: Thresholded Exponential Rectified Linear Units
Vijay Pandey
2020-06-04
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks
Gašper Beguš
2020-06-04
Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images
Taimur HassanMuhammad Usman AkramNaoufel Werghi
2020-06-04
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE
| Juntang ZhuangNicha DvornekXiaoxiao LiSekhar TatikondaXenophon PapademetrisJames Duncan
2020-06-03
Rényi Generative Adversarial Networks
Himesh BhatiaWilliam PaulFady AlajajiBahman GharesifardPhilippe Burlina
2020-06-03
On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior
Ethan Gotlieb WilcoxJon GauthierJennifer HuPeng QianRoger Levy
2020-06-02
Subjective Question Answering: Deciphering the inner workings of Transformers in the realm of subjectivity
Lukas Muttenthaler
2020-06-02
A heterogeneous branch and multi-level classification network for person re-identification
Jiabao WangYang LiYangshuo ZhangZhuang MiaoRui Zhang
2020-06-02
Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields
Genta KobayashiHayaru Shouno
2020-06-02
Grafted network for person re-identification
Jiabao WangYang LiShanshan JiaoZhuang MiaoRui Zhang
2020-06-02
Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English
Maha ElbayadMichael UstaszewskiEmmanuelle Esperança-RodierFrancis Brunet ManquatLaurent Besacier
2020-06-01
On the Number of Linear Regions of Convolutional Neural Networks
H. XiongL. HuangM. YuL. LiuF. ZhuL. Shao
2020-06-01
The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks
| Itay SafranGilad YehudaiOhad Shamir
2020-06-01
Context-based Transformer Models for Answer Sentence Selection
Ivano LauriolaAlessandro Moschitti
2020-06-01
Unsupervised Sparse-view Backprojection via Convolutional and Spatial Transformer Networks
Xueqing LiuPaul Sajda
2020-06-01
Image Search With Text Feedback by Visiolinguistic Attention Learning
| Yanbei Chen Shaogang Gong Loris Bazzani
2020-06-01
Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation
Lingjing Wang Xiang Li Yi Fang
2020-06-01
RDCFace: Radial Distortion Correction for Face Recognition
He Zhao Xianghua Ying Yongjie Shi Xin Tong Jingsi Wen Hongbin Zha
2020-06-01
ActBERT: Learning Global-Local Video-Text Representations
Linchao Zhu Yi Yang
2020-06-01
SP-NAS: Serial-to-Parallel Backbone Search for Object Detection
Chenhan Jiang Hang Xu Wei Zhang Xiaodan Liang Zhenguo Li
2020-06-01
Residual Squeeze-and-Excitation Network for Fast Image Deraining
Jun FuJianfeng XuKazuyuki TasakaZhibo Chen
2020-06-01
A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge
| Anshuman SuriMayank VatsaRicha Singh
2020-06-01
BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach
Albara Ah RamliRex LiuRahul KrishnamoorthyVishal I BXiaoxiao WangIlias TagkopoulosXin Liu
2020-06-01
How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework
Xuanqing Liu Tesi Xiao Si Si Qin Cao Sanjiv Kumar Cho-Jui Hsieh
2020-06-01
Distilling Image Dehazing With Heterogeneous Task Imitation
Ming Hong Yuan Xie Cuihua Li Yanyun Qu
2020-06-01
VOLDOR: Visual Odometry From Log-Logistic Dense Optical Flow Residuals
| Zhixiang Min Yiding Yang Enrique Dunn
2020-06-01
Correlation-Guided Attention for Corner Detection Based Visual Tracking
Fei Du Peng Liu Wei Zhao Xianglong Tang
2020-06-01
Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer
Yerlan Idelbayev Miguel A. Carreira-Perpinan
2020-06-01
An End-to-End Edge Aggregation Network for Moving Object Segmentation
Prashant W. Patil Kuldeep M. Biradar Akshay Dudhane Subrahmanyam Murala
2020-06-01
A U-Net Based Discriminator for Generative Adversarial Networks
Edgar Schonfeld Bernt Schiele Anna Khoreva
2020-06-01
SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel
Huan Lei Naveed Akhtar Ajmal Mian
2020-06-01
Interactive Object Segmentation With Inside-Outside Guidance
| Shiyin Zhang Jun Hao Liew Yunchao Wei Shikui Wei Yao Zhao
2020-06-01
Disparity-Aware Domain Adaptation in Stereo Image Restoration
Bo Yan Chenxi Ma Bahetiyaer Bare Weimin Tan Steven C. H. Hoi
2020-06-01
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning
| Zhewei YaoAmir GholamiSheng ShenKurt KeutzerMichael W. Mahoney
2020-06-01
Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping
Ran Yi Yong-Jin Liu Yu-Kun Lai Paul L. Rosin
2020-06-01
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net
| Hyeong-Seok ChoiHoon HeoJie Hwan LeeKyogu Lee
2020-06-01
BPGC at SemEval-2020 Task 11: Propaganda Detection in News Articles with Multi-Granularity Knowledge Sharing and Linguistic Features based Ensemble Learning
Rajaswa PatilSomesh SinghSwati Agarwal
2020-05-31
CNRL at SemEval-2020 Task 5: Modelling Causal Reasoning in Language with Multi-Head Self-Attention Weights based Counterfactual Detection
Rajaswa PatilVeeky Baths
2020-05-31
Neural Networks with Small Weights and Depth-Separation Barriers
Gal VardiOhad Shamir
2020-05-31
End-to-End Change Detection for High Resolution Drone Images with GAN Architecture
Yura ZharkovskyOvadya Menadeva
2020-05-31
DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation
Ange LouShuyue GuanMurray Loew
2020-05-31
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction
J. D. BodapatiN. VeeranjaneyuluS. N. ShareefS. HakakM. BilalP. K. R. MaddikuntaO. Jo
2020-05-30
Generalizing Random Fourier Features via Generalized Measures
Fanghui LiuXiaolin HuangYingyi ChenJohan A. K. Suykens
2020-05-30
Advanced Single Image Resolution Upsurging Using a Generative Adversarial Network
Md. Moshiur RahmanSamrat Kumar DeyKabid Hassan Shibly
2020-05-30
Reconstructing undersampled photoacoustic microscopy images using deep learning
Anthony DiSpirito IIIDaiwei LiTri VuMaomao ChenDong ZhangJianwen LuoRoarke HorstmeyerJunjie Yao
2020-05-30
CLARINET: A RISC-V Based Framework for Posit Arithmetic Empiricism
Riya JainNiraj SharmaFarhad MerchantSachin PatkarRainer Leupers
2020-05-30
First Neural Conjecturing Datasets and Experiments
Josef UrbanJan Jakubův
2020-05-29
Agnostic Learning of a Single Neuron with Gradient Descent
Spencer FreiYuan CaoQuanquan Gu
2020-05-29
WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation
Qiufu LiLinlin Shen
2020-05-29
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks
Gabriel GarcíaRocío del AmorAdrián ColomerValery Naranjo
2020-05-29
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study
Luyao ShiDeepta RajanShafiq AbedinManikanta Srikar YellapragadaDavid BeymerEhsan Dehghan
2020-05-29
SNR-based teachers-student technique for speech enhancement
Xiang HaoXiangdong SuZhiyu WangQiang ZhangHuali XuGuanglai Gao
2020-05-29
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function
Bianca Lassen-SchmidtAlessa HeringStefan KrassHans Meine
2020-05-29
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
| Hanrui WangZhanghao WuZhijian LiuHan CaiLigeng ZhuChuang GanSong Han
2020-05-28
Variational Neural Machine Translation with Normalizing Flows
Hendra SetiawanMatthias SperberUdhay NallasamyMatthias Paulik
2020-05-28
Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking
Thibault FévryNicholas FitzGeraldLivio Baldini SoaresTom Kwiatkowski
2020-05-28
Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification
Danilo AvolaLuigi CinqueAlessio FagioliSebastiano FilettiGiorgio GraniEmanuele Rodolà
2020-05-28
Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs
Behnam PourghassemiChenghao ZhangJoo Hwan LeeAparna Chandramowlishwaran
2020-05-28
General-Purpose User Embeddings based on Mobile App Usage
| Junqi ZhangBing BaiYe LinJian LiangKun BaiFei Wang
2020-05-27
SSM-Net for Plants Disease Identification in Low Data Regime
Shruti Jadon
2020-05-27
Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds
| Zhongpai GaoGuangtao ZhaiJunchi YanXiaokang Yang
2020-05-27
Approximating periodic functions and solving differential equations using a novel type of Fourier Neural Networks
Marieme NgomOana Marin
2020-05-27
Towards the Infeasibility of Membership Inference on Deep Models
Shahbaz RezaeiXin Liu
2020-05-27
GSTO: Gated Scale-Transfer Operation for Multi-Scale Feature Learning in Pixel Labeling
| Zhuoying WangYongtao WangZhi TangYangyan LiYing ChenHaibin LingWeisi Lin
2020-05-27
CLOCS: Contrastive Learning of Cardiac Signals
Dani KiyassehTingting ZhuDavid A. Clifton
2020-05-27
Network Fusion for Content Creation with Conditional INNs
Robin RombachPatrick EsserBjörn Ommer
2020-05-27
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings
Lasse HansenMattias P. Heinrich
2020-05-27
Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images
Damien GrosgeorgeMaxime ArbelotAlex GoupilleauTugdual CeillierRenaud Allioux
2020-05-27
End-to-End Object Detection with Transformers
| Nicolas CarionFrancisco MassaGabriel SynnaeveNicolas UsunierAlexander KirillovSergey Zagoruyko
2020-05-26
Approximation Schemes for ReLU Regression
Ilias DiakonikolasSurbhi GoelSushrut KarmalkarAdam R. KlivansMahdi Soltanolkotabi
2020-05-26
GECToR -- Grammatical Error Correction: Tag, Not Rewrite
| Kostiantyn OmelianchukVitaliy AtrasevychArtem ChernodubOleksandr Skurzhanskyi
2020-05-26
Guiding Symbolic Natural Language Grammar Induction via Transformer-Based Sequence Probabilities
Ben GoertzelAndres Suarez MadrigalGino Yu
2020-05-26
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition
Lei KangPau RibaMarçal RusiñolAlicia FornésMauricio Villegas
2020-05-26
Perceptual Extreme Super Resolution Network with Receptive Field Block
Taizhang ShangQiuju DaiShengchen ZhuTong YangYandong Guo
2020-05-26
Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep Learning
| Leslie Ching Ow TiongJeongrae KimSang Soo HanDonghun Kim
2020-05-26
Deep Learning Models for Automatic Summarization
Pirmin Lemberger
2020-05-25
Approximation in shift-invariant spaces with deep ReLU neural networks
Yunfei YangYang Wang
2020-05-25
Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications
Jiaye LinYuze ZouXiaoru DongShimin GongDinh Thai HoangDusit Niyato
2020-05-25
Fractional moment-preserving initialization schemes for training fully-connected neural networks
Mert GurbuzbalabanYuanhan Hu
2020-05-25
The Unreasonable Volatility of Neural Machine Translation Models
| Marzieh FadaeeChristof Monz
2020-05-25
Egocentric Human Segmentation for Mixed Reality
Andrija GajicEster Gonzalez-SosaDiego Gonzalez-MorinMarcos Escudero-ViñoloAlvaro Villegas
2020-05-25
Identity-Preserving Realistic Talking Face Generation
Sanjana SinhaSandika BiswasBrojeshwar Bhowmick
2020-05-25
The efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile
Konstantin DobratulinAndrey GaidelIrina AupovaAnna IvlevaAleksandr KapishnikovPavel Zelter
2020-05-25
Adversarial NLI for Factual Correctness in Text Summarisation Models
Mario BarrantesBenedikt HerudekRichard Wang
2020-05-24
Devising Malware Characterstics using Transformers
Simra ShahidTanmay SinghYash SharmaKapil Sharma
2020-05-23
Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI
Anas TahirYazan QiblaweyAmith KhandakarTawsifur RahmanUzair KhurshidFarayi MusharavatiM. T. IslamSerkan KiranyazMuhammad E. H. Chowdhury
2020-05-23
Character-level Transformer-based Neural Machine Translation
Nikolay BanarWalter DaelemansMike Kestemont
2020-05-22
A Generative Approach to Titling and Clustering Wikipedia Sections
Anjalie FieldSascha RotheSimon BaumgartnerCong YuAbe Ittycheriah
2020-05-22
Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection
Danni LiuGerasimos SpanakisJan Niehues
2020-05-22
Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media
Xiangjue DongChangmao LiJinho D. Choi
2020-05-22
Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net
Amartya KalapaharJulio Silva-RodríguezAdrián ColomerFernando López-MirValery Naranjo
2020-05-22
Can Shallow Neural Networks Beat the Curse of Dimensionality? A mean field training perspective
Stephan WojtowytschWeinan E
2020-05-21
Simplified Self-Attention for Transformer-based End-to-End Speech Recognition
Haoneng LuoShiliang ZhangMing LeiLei Xie
2020-05-21
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning
Zhiping ZengVan Tung PhamHaihua XuYerbolat KhassanovEng Siong ChngChongjia NiBin Ma
2020-05-21
Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality
Prudhvi ThirumalarajuManoj Kumar KanakasabapathyCharles L BormannRaghav GuptaRohan PooniwalaHemanth KandulaIrene SouterIrene DimitriadisHadi Shafiee
2020-05-21
TASO: Time and Space Optimization for Memory-Constrained DNN Inference
Yuan WenAndrew AndersonValentin RaduMichael F. P. O'BoyleDavid Gregg
2020-05-21
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation
Kelei HeChunfeng LianBing ZhangXin ZhangXiaohuan CaoDong NieYang GaoJunfeng ZhangDinggang Shen
2020-05-21
Applying the Transformer to Character-level Transduction
Shijie WuRyan CotterellMans Hulden
2020-05-20
Feature Purification: How Adversarial Training Performs Robust Deep Learning
Zeyuan Allen-ZhuYuanzhi Li
2020-05-20
Relative Positional Encoding for Speech Recognition and Direct Translation
Ngoc-Quan PhamThanh-Le HaTuan-Nam NguyenThai-Son NguyenElizabeth SaleskySebastian StuekerJan NiehuesAlexander Waibel
2020-05-20
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy
Natalia ShepelevaWerner ZellingerMichal LewandowskiBernhard Moser
2020-05-20
A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition
Dongwei JiangWubo LiRuixiong ZhangMiao CaoNe LuoYang HanWei ZouXiangang Li
2020-05-20
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2
| RahimzadehMohammad; AttarAbolfazl
2020-05-20
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks
Naveen PanwarTarun TaterAnush SankaranSenthil Mani
2020-05-20
Classification of Industrial Control Systems screenshots using Transfer Learning
Pablo Blanco MedinaEduardo Fidalgo FernandezEnrique AlegreFrancisco Jáñez MartinoRoberto A. Vasco-CarofilisVíctor Fidalgo Villar
2020-05-20
Attention-based network for low-light image enhancement
Cheng ZhangQingsen YanYu zhuXianjun LiJinqiu SunYanning Zhang
2020-05-20
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis
Yusuke YasudaXin WangJunichi Yamagishi
2020-05-20
Deep Learning based Diagnosis of COVID-19 usingChest CT-scan Images
| Talha AnwarSeemab Zakir
2020-05-20
Map Generation from Large Scale Incomplete and Inaccurate Data Labels
Rui ZhangConrad AlbrechtWei ZhangXiaodong CuiUlrich FinklerDavid KungSiyuan Lu
2020-05-20
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images
Yixing HuangAlexander PreuhsMichael ManhartGuenter LauritschAndreas Maier
2020-05-20
Comparing Transformers and RNNs on predicting human sentence processing data
Danny MerkxStefan L. Frank
2020-05-19
Should we hard-code the recurrence concept or learn it instead ? Exploring the Transformer architecture for Audio-Visual Speech Recognition
| George SterpuChristian SaamNaomi Harte
2020-05-19
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt
Hangyu LinYanwei FuYu-Gang JiangXiangyang Xue
2020-05-19
Self-supervised Transfer Learning for Instance Segmentation through Physical Interaction
| Andreas EitelNico HauffWolfram Burgard
2020-05-19
Exploring Transformers for Large-Scale Speech Recognition
Liang LuChangliang LiuJinyu LiYifan Gong
2020-05-19
Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models
Martin KotuliakSandro E. SchoenbornAndrei Dan
2020-05-19
Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning
Zhenhui YeYining ChenGuanghua SongBowei YangShen Fan
2020-05-19
Medical Image Generation using Generative Adversarial Networks
Nripendra Kumar SinghKhalid Raza
2020-05-19
Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection
Rituparna SarkarSuvadip MukherjeeElisabeth LabruyèreJean-Christophe Olivo-Marin
2020-05-19
A Transformer-based Embedding Model for Personalized Product Search
Keping BiQingyao AiW. Bruce Croft
2020-05-18
Efficient Wait-k Models for Simultaneous Machine Translation
Maha ElbayadLaurent BesacierJakob Verbeek
2020-05-18
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction
Cunjun YuXiao MaJiawei RenHaiyu ZhaoShuai Yi
2020-05-18
Many-to-Many Voice Transformer Network
Hirokazu KameokaWen-Chin HuangKou TanakaTakuhiro KanekoNobukatsu HojoTomoki Toda
2020-05-18
GPT-too: A language-model-first approach for AMR-to-text generation
| Manuel MagerRamon Fernandez AstudilloTahira NaseemMd Arafat SultanYoung-Suk LeeRadu FlorianSalim Roukos
2020-05-18
Weak-Attention Suppression For Transformer Based Speech Recognition
Yangyang ShiYongqiang WangChunyang WuChristian FuegenFrank ZhangDuc LeChing-Feng YehMichael L. Seltzer
2020-05-18
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict
Yosuke HiguchiShinji WatanabeNanxin ChenTetsuji OgawaTetsunori Kobayashi
2020-05-18
Joint Multi-Dimension Pruning
Zechun LiuXiangyu ZhangZhiqiang ShenZhe LiYichen WeiKwang-Ting ChengJian Sun
2020-05-18
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates
Gengyan ZhaoFang LiuJonathan A. OlerMary E. MeyerandNed H. KalinRasmus M. Birn
2020-05-18
Cross-filter compression for CNN inference acceleration
Fuyuan LyuShien ZhuWeichen Liu
2020-05-18
Quasi-Periodic Parallel WaveGAN Vocoder: A Non-autoregressive Pitch-dependent Dilated Convolution Model for Parametric Speech Generation
Yi-Chiao WuTomoki HayashiTakuma OkamotoHisashi KawaiTomoki Toda
2020-05-18
Tropical and Extratropical Cyclone Detection Using Deep Learning
Christina Kumler-BonfantiJebb StewartDavid HallMark Govett
2020-05-18
A Better Use of Audio-Visual Cues: Dense Video Captioning with Bi-modal Transformer
| Vladimir IashinEsa Rahtu
2020-05-17
Building a Hebrew Semantic Role Labeling Lexical Resource from Parallel Movie Subtitles
Ben EyalMichael Elhadad
2020-05-17
Conformer: Convolution-augmented Transformer for Speech Recognition
| Anmol GulatiJames QinChung-Cheng ChiuNiki ParmarYu ZhangJiahui YuWei HanShibo WangZhengdong ZhangYonghui WuRuoming Pang
2020-05-16
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension
Hongyu GongYelong ShenDian YuJianshu ChenDong Yu
2020-05-16
Streaming Transformer-based Acoustic Models Using Self-attention with Augmented Memory
Chunyang WuYongqiang WangYangyang ShiChing-Feng YehFrank Zhang
2020-05-16
IntelliCode Compose: Code Generation Using Transformer
Alexey SvyatkovskiyShao Kun DengShengyu FuNeel Sundaresan
2020-05-16
Non-Linearities Improve OrigiNet based on Active Imaging for Micro Expression Recognition
Monu VermaSantosh Kumar VipparthiGirdhari Singh
2020-05-16
Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition
Zhengkun TianJiangyan YiJianhua TaoYe BaiShuai ZhangZhengqi Wen
2020-05-16
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter
| Martin MüllerMarcel SalathéPer E Kummervold
2020-05-15
Neural Entity Linking on Technical Service Tickets
Nadja KurzFelix HamannAdrian Ulges
2020-05-15
Finding Experts in Transformer Models
Xavier SuauLuca ZappellaNicholas Apostoloff
2020-05-15
JDI-T: Jointly trained Duration Informed Transformer for Text-To-Speech without Explicit Alignment
Dan LimWon JangGyeonghwan OHyeyeong ParkBongwan KimJesam Yoon
2020-05-15
Learning the gravitational force law and other analytic functions
Atish AgarwalaAbhimanyu DasRina PanigrahyQiuyi Zhang
2020-05-15
ResMoNet: A Residual Mobile-based Network for Facial Emotion Recognition in Resource-Limited Systems
Rodolfo Ferro-PérezHugo Mitre-Hernandez
2020-05-15
MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling
Kelei HeChunfeng LianEhsan AdeliJing HuoYinghuan ShiYang GaoBing ZhangJunfeng ZhangDinggang Shen
2020-05-15
ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network
David Gschwend
2020-05-14
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors
Michael W. DusenberryGhassen JerfelYeming WenYi-an MaJasper SnoekKatherine HellerBalaji LakshminarayananDustin Tran
2020-05-14
The Unstoppable Rise of Computational Linguistics in Deep Learning
James Henderson
2020-05-13
The effect of Target Normalization and Momentum on Dying ReLU
Isac ArnekvistJ. Frederico CarvalhoDanica KragicJohannes A. Stork
2020-05-13
Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks
Ning ZhangJingen LiuKe WangDan ZengTao Mei
2020-05-13
Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement
Minh-Chuong HuynhTrung-Hieu NguyenMinh-Triet Tran
2020-05-13
Discriminative Multi-modality Speech Recognition
| Bo XuCheng LuYandong GuoJacob Wang
2020-05-12
Simultaneous paraphrasing and translation by fine-tuning Transformer models
Rakesh Chada
2020-05-12
Very High Resolution Land Cover Mapping of Urban Areas at Global Scale with Convolutional Neural Networks
Thomas TilakArnaud BraunDavid ChandlerNicolas DavidSylvain GalopinAmélie LombardMichaël MichaudCamille PariselMatthieu PorteMarjorie Robert
2020-05-12
Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19
Sampa MisraSeungwan JeonSeiyon LeeRavi ManaguliChulhong Kim
2020-05-12
Train and Deploy an Image Classifier for Disaster Response
Jianyu MaoKiana HarrisNae-Rong ChangCaleb PennellYiming Ren
2020-05-12
Generalized State-Dependent Exploration for Deep Reinforcement Learning in Robotics
| Antonin RaffinFreek Stulp
2020-05-12
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis
| Rafael ValleKevin ShihRyan PrengerBryan Catanzaro
2020-05-12
SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model
Baolin PengChunyuan LiJinchao LiShahin ShayandehLars LidenJianfeng Gao
2020-05-11
Hierarchical Attention Transformer Architecture For Syntactic Spell Correction
Abhishek NiranjanM Ali Basha ShaikKushal Verma
2020-05-11
Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition
Ye BaiJiangyan YiJianhua TaoZhengkun TianZhengqi WenShuai Zhang
2020-05-11
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning
| Jie LeiLiwei WangYelong ShenDong YuTamara L. BergMohit Bansal
2020-05-11
Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography
Sharif Amit KamranKhondker Fariha HossainAlireza TavakkoliStewart Lee Zuckerbrod
2020-05-11
On the Generation of Medical Dialogues for COVID-19
| Wenmian YangGuangtao ZengBowen TanZeqian JuSubrato ChakravortyXuehai HeShu ChenXingyi YangQingyang WuZhou YuEric XingPengtao Xie
2020-05-11
End-To-End Speech Synthesis Applied to Brazilian Portuguese
| Edresson CasanovaArnaldo Candido JuniorChristopher ShulbyFrederico Santos de OliveiraJoão Paulo TeixeiraMoacir Antonelli PontiSandra Maria Aluisio
2020-05-11
deepSELF: An Open Source Deep Self End-to-End Learning Framework
Tomoya KoikeKun QianBjörn W. SchullerYoshiharu Yamamoto
2020-05-11
ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks
Guillermo Jimenez-PerezAlejandro AlcaineOscar Camara
2020-05-11
iUNets: Fully invertible U-Nets with Learnable Up- and Downsampling
| Christian EtmannRihuan KeCarola-Bibiane Schönlieb
2020-05-11
Medical Image Segmentation Using a U-Net type of Architecture
Eshal ZahraBostan AliWajahat Siddique
2020-05-11
Epipolar Transformers
| Yihui HeRui YanKaterina FragkiadakiShoou-I Yu
2020-05-10
Transformer Based Language Models for Similar Text Retrieval and Ranking
Javed Qadrud-DinAshraf Bah RabiouRyan WalkerRavi SoniMartin GajekGabriel PackAkhil Rangaraj
2020-05-10
Learning Context-Based Non-local Entropy Modeling for Image Compression
Mu LiKai ZhangWangmeng ZuoRadu TimofteDavid Zhang
2020-05-10
SocialTrans: A Deep Sequential Model with Social Information for Web-Scale Recommendation Systems
Qiaoan ChenHao GuLingling YiYishi LinPeng HeChuan ChenYangqiu Song
2020-05-09
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations
| Samson TanShafiq JotyMin-Yen KanRichard Socher
2020-05-09
schuBERT: Optimizing Elements of BERT
Ashish KhetanZohar Karnin
2020-05-09
Character Matters: Video Story Understanding with Character-Aware Relations
Shijie GengJi ZhangZuohui FuPeng GaoHang ZhangGerard de Melo
2020-05-09
Learning to Detect 3D Objects from Point Clouds in Real Time
Abhinav Sagar
2020-05-09
A Study of Neural Training with Non-Gradient and Noise Assisted Gradient Methods
Anirbit MukherjeeRamchandran Muthukumar
2020-05-08
Mapping Natural Language Instructions to Mobile UI Action Sequences
| Yang LiJiacong HeXin ZhouYuan ZhangJason Baldridge
2020-05-07
A Systematic Assessment of Syntactic Generalization in Neural Language Models
Jennifer HuJon GauthierPeng QianEthan WilcoxRoger P. Levy
2020-05-07
Scene Text Image Super-Resolution in the Wild
| Wenjia WangEnze XieXuebo LiuWenhai WangDing LiangChunhua ShenXiang Bai
2020-05-07
DMCP: Differentiable Markov Channel Pruning for Neural Networks
| Shaopeng GuoYujie WangQuanquan LiJunjie Yan
2020-05-07
Wavelet Integrated CNNs for Noise-Robust Image Classification
Qiufu LiLinlin ShenSheng GuoZhihui Lai
2020-05-07
AutoSpeech: Neural Architecture Search for Speaker Recognition
| Shaojin DingTianlong ChenXinyu GongWeiwei ZhaZhangyang Wang
2020-05-07
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices
Chunjie LuoXiwen HeJianfeng ZhanLei WangWanling GaoJiahui Dai
2020-05-07
Synthetic Image Augmentation for Damage Region Segmentation using Conditional GAN with Structure Edge
Takato YasunoMichihiro NakajimaTomoharu SekiguchiKazuhiro NodaKiyoshi AoyanagiSakura Kato
2020-05-07
Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network
Antonio José G. BussonSérgio ColcherRuy Luiz MilidiúBruno Pereira DiasAndré Bulcão
2020-05-07
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining
Yifan PengQingyu ChenZhiyong Lu
2020-05-06
Diagnosing the Environment Bias in Vision-and-Language Navigation
| Yubo ZhangHao TanMohit Bansal
2020-05-06
Automatic Detection and Recognition of Individuals in Patterned Species
Gullal Singh CheemaSaket Anand
2020-05-06
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation
Mor Avi-AharonAssaf ArbelleTammy Riklin Raviv
2020-05-06
The Cascade Transformer: an Application for Efficient Answer Sentence Selection
| Luca SoldainiAlessandro Moschitti
2020-05-05
Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change
Hongfei XuJosef van GenabithDeyi XiongQiuhui Liu
2020-05-05
OpinionDigest: A Simple Framework for Opinion Summarization
Yoshihiko SuharaXiaolan WangStefanos AngelidisWang-Chiew Tan
2020-05-05
Time Dependence in Non-Autonomous Neural ODEs
Jared Quincy DavisKrzysztof ChoromanskiJake VarleyHonglak LeeJean-Jacques SlotineValerii LikhosterovAdrian WellerAmeesh MakadiaVikas Sindhwani
2020-05-05
Automatic Plant Image Identification of Vietnamese species using Deep Learning Models
Nguyen Van HieuNgo Le Huy Hien
2020-05-05
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks
Mohammad Mahdi BejaniMehdi Ghatee
2020-05-05
Mimicry: Towards the Reproducibility of GAN Research
| Kwot Sin LeeChristopher Town
2020-05-05
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery
Hiroshi SasakiChris G. WillcocksToby P. Breckon
2020-05-05
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching
Rui LiuChengxi YangWenxiu SunXiaogang WangHongsheng Li
2020-05-05
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture
Christopher BrixParnia BaharHermann Ney
2020-05-04
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation
| Nitin RathiGopalakrishnan SrinivasanPriyadarshini PandaKaushik Roy
2020-05-04
Video Frame Interpolation via Residue Refinement
| Haopeng LiYuan YuanQi Wang
2020-05-04
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert
Wei BaoHongshu CheJiandong Zhang
2020-05-03
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints
Zhenyi WangXiaoyang WangBang AnDong YuChangyou Chen
2020-05-03
Explaining How Deep Neural Networks Forget by Deep Visualization
| Giang NguyenShuan ChenTae Joon JunDaeyoung Kim
2020-05-03
Lupulus: A Flexible Hardware Accelerator for Neural Networks
Andreas Toftegaard KristensenRobert GitermanAlexios Balatsoukas-StimmingAndreas Burg
2020-05-03
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation
| Xuanli HeGholamreza HaffariMohammad Norouzi
2020-05-03
Quantifying Attention Flow in Transformers
| Samira AbnarWillem Zuidema
2020-05-02
Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering
Harsh TrivediNiranjan BalasubramanianTushar KhotAshish Sabharwal
2020-05-02
Synthesizer: Rethinking Self-Attention in Transformer Models
Yi TayDara BahriDonald MetzlerDa-Cheng JuanZhe ZhaoChe Zheng
2020-05-02
Hard-Coded Gaussian Attention for Neural Machine Translation
Weiqiu YouSimeng SunMohit Iyyer
2020-05-02
Contrastive Self-Supervised Learning for Commonsense Reasoning
| Tassilo KleinMoin Nabi
2020-05-02
Deep Convolutional Neural Networks to Diagnose COVID-19 and other Pneumonia Diseases from Posteroanterior Chest X-Rays
Pierre G. B. Moutounet-Cartan
2020-05-02
Towards Deep Learning Methods for Quality Assessment of Computer-Generated Imagery
Markus UtkeSaman ZadtootaghajSteven SchmidtSebastian Möller
2020-05-02
Projection Inpainting Using Partial Convolution for Metal Artifact Reduction
Lin YuanYixing HuangAndreas Maier
2020-05-02
The AVA-Kinetics Localized Human Actions Video Dataset
Ang LiMeghana ThotakuriDavid A. RossJoão CarreiraAlexander VostrikovAndrew Zisserman
2020-05-01
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training
Linjie LiYen-Chun ChenYu ChengZhe GanLicheng YuJingjing Liu
2020-05-01
A Transformer-based Approach for Source Code Summarization
| Wasi Uddin AhmadSaikat ChakrabortyBaishakhi RayKai-Wei Chang
2020-05-01
Multi-scale Transformer Language Models
Sandeep SubramanianRonan CollobertMarc'Aurelio RanzatoY-Lan Boureau
2020-05-01
Event Clustering within News Articles
Faik Kerem {\"O}rsS{\"u}veyda YeniterziReyyan Yeniterzi
2020-05-01
Detecting Direct Speech in Multilingual Collection of 19th-century Novels
Joanna ByszukMicha{\l} Wo{\'z}niakMike KestemontAlbert Le{\'s}niakWojciech {\L}ukasikArtjoms {\v{S}}e{\c{l}}aMaciej Eder
2020-05-01
ASU\_OPTO at OSACT4 - Offensive Language Detection for Arabic text
Amr KelegSamhaa R. El-BeltagyMahmoud Khalil
2020-05-01
Scaling Language Data Import/Export with a Data Transformer Interface
Nicholas BuckeridgeBen Foley
2020-05-01
Aggression Identification in Social Media: a Transfer Learning Based Approach
RamiFaneva risoaJosiane Mothe
2020-05-01
IRIT at TRAC 2020
RamiFaneva risoaJosiane Mothe
2020-05-01
Multilingual Joint Fine-tuning of Transformer models for identifying Trolling, Aggression and Cyberbullying at TRAC 2020
| Sudhanshu MishraShivangi PrasadShubhanshu Mishra
2020-05-01
On the Influence of Coreference Resolution on Word Embeddings in Lexical-semantic Evaluation Tasks
Alex HenleinerAlex Mehlerer
2020-05-01
Chinese Discourse Parsing: Model and Evaluation
Lin Chuan-AnShyh-Shiun HungHen-Hsen HuangHsin-Hsi Chen
2020-05-01
DecOp: A Multilingual and Multi-domain Corpus For Detecting Deception In Typed Text
Pasquale CapuozzoIvano LauriolaCarlo StrapparavaFabio AiolliGiuseppe Sartori
2020-05-01
Paraphrase Generation and Evaluation on Colloquial-Style Sentences
Eetu Sj{\"o}blomMathias CreutzYves Scherrer
2020-05-01
Building a Task-oriented Dialog System for Languages with no Training Data: the Case for Basque
Maddalen L{\'o}pez de LacalleXabier SaralegiI{\~n}aki San Vicente
2020-05-01
Linguistically Informed Hindi-English Neural Machine Translation
Vikrant GoyalPruthwik MishraDipti Misra Sharma
2020-05-01
Corpora for Document-Level Neural Machine Translation
Siyou LiuXiaojun Zhang
2020-05-01
Exploring Transformer Text Generation for Medical Dataset Augmentation
Ali Amin-NejadJulia IveSumithra Velupillai
2020-05-01
Much Ado About Nothing -- Identification of Zero Copulas in Hungarian Using an NMT Model
Andrea D{\"o}m{\"o}t{\"o}rZijian Gy{\H{o}}z{\H{o}} YangAttila Nov{\'a}k
2020-05-01
ParlVote: A Corpus for Sentiment Analysis of Political Debates
Gavin AbercrombieRiza Batista-Navarro
2020-05-01
Cross-lingual and Cross-domain Evaluation of Machine Reading Comprehension with Squad and CALOR-Quest Corpora
Delphine CharletGeraldine DamnatiFrederic Bechetgabriel marzinottoJohannes Heinecke
2020-05-01
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task
| Md Tahmid Rahman LaskarJimmy Xiangji HuangEnamul Hoque
2020-05-01
Evaluation of Dataset Selection for Pre-Training and Fine-Tuning Transformer Language Models for Clinical Question Answering
Sarvesh SoniKirk Roberts
2020-05-01
Minority Positive Sampling for Switching Points - an Anecdote for the Code-Mixing Language Modeling
Arindam ChatterjereVineeth GupthaParul ChopraAmitava Das
2020-05-01
Seq2SeqPy: A Lightweight and Customizable Toolkit for Neural Sequence-to-Sequence Modeling
Raheel QaderFran{\c{c}}ois PortetCyril Labbe
2020-05-01
Deeply Cascaded U-Net for Multi-Task Image Processing
Ilja GubinsRemco C. Veltkamp
2020-05-01
A cascade network for Detecting COVID-19 using chest x-rays
Dailin LvWuteng Qi