Convolution

A convolution is a type of matrix operation, consisting of a kernel, a small matrix of weights, that slides over input data performing element-wise multiplication with the part of the input it is on, then summing the results into an output.

Intuitively, a convolution allows for weight sharing - reducing the number of effective parameters - and image translation (allowing for the same feature to be detected in different parts of the input space).

Image Source: https://arxiv.org/pdf/1603.07285.pdf

Latest Papers

PAPER DATE
Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images
Sohini Roychowdhury
2020-08-07
Textual Description for Mathematical Equations
| Ajoy MondalC. V. Jawahar
2020-08-07
Global Context Aware Convolutions for 3D Point Cloud Understanding
Zhiyuan ZhangBinh-Son HuaWei ChenYibin TianSai-Kit Yeung
2020-08-07
The Ensemble Method for Thorax Diseases Classification
Bayu A. Nugroho
2020-08-07
A Multi-Task Learning Approach for Human Action Detection and Ergonomics Risk Assessment
Behnoosh ParsaAshis G. Banerjee
2020-08-07
Convolutional Complex Knowledge Graph Embeddings
| Caglar DemirAxel-Cyrille Ngonga Ngomo
2020-08-07
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows
Rameen AbdalPeihao ZhuNiloy MitraPeter Wonka
2020-08-06
Structured Convolutions for Efficient Neural Network Design
Yash BhalgatYizhe ZhangJamie LinFatih Porikli
2020-08-06
ConvBERT: Improving BERT with Span-based Dynamic Convolution
Zihang JiangWeihao YuDaquan ZhouYunpeng ChenJiashi FengShuicheng Yan
2020-08-06
Modeling Data Reuse in Deep Neural Networks by Taking Data-Types into Cognizance
Nandan Kumar JhaSparsh Mittal
2020-08-06
IIIT-AR-13K: A New Dataset for Graphical Object Detection in Documents
Ajoy MondalPeter LippsC. V. Jawahar
2020-08-06
Learnable Graph Inception Network for Emotion Recognition
A. ShirianS. TripathiT. Guha
2020-08-06
Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network
Cong WangYutong WuZhixun SuJunyang Chen
2020-08-06
Continuous-in-Depth Neural Networks
| Alejandro F. QueirugaN. Benjamin ErichsonDane TaylorMichael W. Mahoney
2020-08-05
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs
Ruigang FuQingyong HuXiaohu DongYulan GuoYinghui GaoBiao Li
2020-08-05
Global Voxel Transformer Networks for Augmented Microscopy
Zhengyang WangYaochen XieShuiwang Ji
2020-08-05
Compact Graph Architecture for Speech Emotion Recognition
A. ShirianT. Guha
2020-08-05
Content based singing voice source separation via strong conditioning using aligned phonemes
Gabriel Meseguer-BrocalGeoffroy Peeters
2020-08-05
Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting
Yu HuangYufei TangHanqi ZhuangJames VanZwietenLaurent Cherubin
2020-08-04
Synthetic to Real Unsupervised Domain Adaptation for Single-Stage Artwork Recognition in Cultural Sites
Giovanni PasqualinoAntonino FurnariGiovanni SignorelloGiovanni Maria Farinella
2020-08-04
Learning from a Complementary-label Source Domain: Theory and Algorithms
Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-08-04
Central object segmentation by deep learning for fruits and other roundish objects
| Motohisa FukudaTakashi OkunoShinya Yuki
2020-08-04
Hierarchical Context Embedding for Region-based Object Detection
Zhao-Min ChenXin JinBorui ZhaoXiu-Shen WeiYanwen Guo
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
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track
Zehao HuangZehui ChenQiaofei LiHongkai ZhangNaiyan Wang
2020-08-04
Hyperspectral Image Classification with Spatial Consistence Using Fully Convolutional Spatial Propagation Network
Yenan JiangYing LiShanrong ZouHaokui ZhangYunpeng Bai
2020-08-04
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation
Hui ZhouXinge ZhuXiao SongYuexin MaZhe WangHongsheng LiDahua Lin
2020-08-04
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
Making Coherence Out of Nothing At All: Measuring the Evolution of Gradient Alignment
Satrajit ChatterjeePiotr Zielinski
2020-08-03
Sub-Pixel Back-Projection Network For Lightweight Single Image Super-Resolution
Supratik BanerjeeCagri OzcinarAakanksha RanaAljosa SmolicMichael Manzke
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
Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery
Qian WangNeelanjan BhowmikToby P. Breckon
2020-08-03
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition
| M. Esat KalfaogluSinan KalkanA. Aydin Alatan
2020-08-03
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal
Cong WangXiaoying XingZhixun SuJunyang Chen
2020-08-03
One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech
Tomáš NekvindaOndřej Dušek
2020-08-03
Rethinking Image Deraining via Rain Streaks and Vapors
Yinglong WangYibing SongChao MaBing Zeng
2020-08-03
Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition
Yuan XieTianshui ChenTao PuHefeng WuLiang Lin
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
Frame-To-Frame Consistent Semantic Segmentation
Manuel RebolPatrick Knöbelreiter
2020-08-03
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
Elad RichardsonYuval AlalufOr PatashnikYotam NitzanYaniv AzarStav ShapiroDaniel Cohen-Or
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
Residual Frames with Efficient Pseudo-3D CNN for Human Action Recognition
Jiawei ChenJenson HsiaoChiu Man Ho
2020-08-03
QPLEX: Duplex Dueling Multi-Agent Q-Learning
Jianhao WangZhizhou RenTerry LiuYang YuChongjie Zhang
2020-08-03
ResNet50_on_Cifar_100_Without_Transfer_Learning
| Batuhan Bayraktar
2020-08-03
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification
Yu ShenSijie ZhuChen ChenQian DuLiang XiaoJianyu ChenDelu Pan
2020-08-02
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement
| Yanxin HuYun LiuShubo LvMengtao XingShimin ZhangYihui FuJian WuBihong ZhangLei Xie
2020-08-01
L-CNN: A Lattice cross-fusion strategy for multistream convolutional neural networks
Ana Paula G. S. de AlmeidaFlavio de Barros Vidal
2020-08-01
Exploring Multi-Scale Feature Propagation and Communication for Image Super Resolution
Ruicheng FengWeipeng GuanYu qiaoChao Dong
2020-08-01
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning
Wentao BaoQi YuYu Kong
2020-08-01
Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports
Abhishek K DubeyAlina PelusoJacob HinkleDevanshu AgarawalZilong Tan
2020-07-31
Dynamic Object Tracking and Masking for Visual SLAM
Jonathan VincentMathieu LabbéJean-Samuel LauzonFrançois GrondinPier-Marc Comtois-RivetFrançois Michaud
2020-07-31
Neural Architecture Search in Graph Neural Networks
Matheus NunesGisele L. Pappa
2020-07-31
Resist : Reconstruction of irises from templates
Sohaib AhmadBenjamin Fuller
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
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
Haotian TangZhijian LiuShengyu ZhaoYujun LinJi LinHanrui WangSong Han
2020-07-31
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
Vishal MandalYaw Adu-Gyamfi
2020-07-31
An Improvement for Capsule Networks using Depthwise Separable Convolution
Nguyen Huu PhongBernardete Ribeiro
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
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation
Namdar HomayounfarYuwen XiongJustin LiangWei-Chiu MaRaquel Urtasun
2020-07-30
Instance Selection for GANs
Terrance DeVriesMichal DrozdzalGraham W. Taylor
2020-07-30
Compressing Deep Neural Networks via Layer Fusion
James O' NeillGreg Ver SteegAram Galstyan
2020-07-29
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
PDCOVIDNet: A Parallel-Dilated Convolutional Neural Network Architecture for Detecting COVID-19 from Chest X-Ray Images
Nihad Karim ChowdhuryMd. Muhtadir RahmanMuhammad Ashad Kabir
2020-07-29
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation
Xiaohang FuLei BiAshnil KumarMichael FulhamJinman Kim
2020-07-29
Stylized Adversarial Defense
Muzammal NaseerSalman KhanMunawar HayatFahad Shahbaz KhanFatih Porikli
2020-07-29
Translate the Facial Regions You Like Using Region-Wise Normalization
Wenshuang LiuWenting ChenLinlin Shen
2020-07-29
Generative Classifiers as a Basis for Trustworthy Computer Vision
Radek MackowiakLynton ArdizzoneUllrich KötheCarsten Rother
2020-07-29
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation
| Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-07-29
Coupled Convolutional Neural Network with Adaptive Response Function Learning for Unsupervised Hyperspectral Super-Resolution
Ke ZhengLianru GaoWenzhi LiaoDanfeng HongBing ZhangXimin CuiJocelyn Chanussot
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
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning
Bingbing XuHuawei ShenQi CaoKeting CenXueqi Cheng
2020-07-27
From Sound Representation to Model Robustness
Mohammad EsmaeilpourPatrick CardinalAlessandro Lameiras Koerich
2020-07-27
Towards Learning Convolutions from Scratch
Behnam Neyshabur
2020-07-27
Two-Level Residual Distillation based Triple Network for Incremental Object Detection
Dongbao YangYu ZhouDayan WuCan MaFei YangWeiping Wang
2020-07-27
Feature visualization of Raman spectrum analysis with deep convolutional neural network
Masashi FukuharaKazuhiko FujiwaraYoshihiro MaruyamaHiroyasu Itoh
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
Virtual Multi-view Fusion for 3D Semantic Segmentation
Abhijit KunduXiaoqi YinAlireza FathiDavid RossBrian BrewingtonThomas FunkhouserCaroline Pantofaru
2020-07-26
Detection and Annotation of Plant Organs from Digitized Herbarium Scans using Deep Learning
Sohaib YounisMarco SchmidtClaus WeilandSteffan DresslerBernhard SeegerThomas Hickler
2020-07-26
MACU-Net Semantic Segmentation from High-Resolution Remote Sensing Images
Rui LiChenxi DuanShunyi Zheng
2020-07-26
SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction
Sriram N NBuyu LiuFrancesco PittalugaManmohan Chandraker
2020-07-26
Cyber Threat Intelligence for Secure Smart City
Najla Al-TalebNazar Abbas SaqibAtta-ur-RahmanSujata Dash
2020-07-26
MRGAN: Multi-Rooted 3D Shape Generation with Unsupervised Part Disentanglement
Rinon GalAmit BermanoHao ZhangDaniel Cohen-Or
2020-07-25
A deep learning based multiscale approach to segment cancer area in liver whole slide image
Yanbo FengAdel HafianeHélène Laurent
2020-07-25
DD-CNN: Depthwise Disout Convolutional Neural Network for Low-complexity Acoustic Scene Classification
Jingqiao ZhaoZhen-Hua FengQiuqiang KongXiaoning SongXiao-Jun Wu
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
Multi-view adaptive graph convolutions for graph classification
Nikolas AdaloglouNicholas VretosPetros Daras
2020-07-24
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
A Study on Evaluation Standard for Automatic Crack Detection Regard the Random Fractal
Hongyu LiJihe WangYu ZhangZirui WangTiejun Wang
2020-07-23
HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts
Aditya SrivastavaV. Harsha Vardhan
2020-07-23
Representation Sharing for Fast Object Detector Search and Beyond
Yujie ZhongZelu DengSheng GuoMatthew R. ScottWeilin Huang
2020-07-23
The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation
| Tao WangYu LiBingyi KangJunnan LiJunhao LiewSheng TangSteven HoiJiashi Feng
2020-07-23
Right for the Right Reason: Making Image Classification Robust
Anna NguyenAdrian OberföllMichael Färber
2020-07-23
Regularization of Building Boundaries in Satellite Images using Adversarial and Regularized Losses
Stefano ZorziFriedrich Fraundorfer
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
Efficient Residue Number System Based Winograd Convolution
Zhi-Gang LiuMatthew Mattina
2020-07-23
The Representation Theory of Neural Networks
Marco Antonio ArmentaPierre-Marc Jodoin
2020-07-23
Deep Variational Instance Segmentation
Jialin YuanChao ChenLi Fuxin
2020-07-22
Video-ception Network: Towards Multi-Scale Efficient Asymmetric Spatial-Temporal Interactions
Yuan TianGuangzhao ZhaiZhiyong Gao
2020-07-22
Blind hierarchical deconvolution
Arttu ArjasLassi RoininenMikko J. SillanpääAndreas Hauptmann
2020-07-22
Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition
Sudhakar KumawatManisha VermaYuta NakashimaShanmuganathan Raman
2020-07-22
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques
Orkhan BaghirliImran IbrahimliTarlan Mammadzada
2020-07-22
Graph Neural Networks with Haar Transform-Based Convolution and Pooling: A Complete Guide
Xuebin ZhengBingxin ZhouMing LiYu Guang WangJunbin Gao
2020-07-22
Rethinking CNN Models for Audio Classification
Kamalesh PalanisamyDipika SinghaniaAngela Yao
2020-07-22
Cloud Transformers
Kirill MazurVictor Lempitsky
2020-07-22
A Computation-Efficient CNN System for High-Quality Brain Tumor Segmentation
Yanming SunChunyan Wang
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
CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers
Jinpyo KimWooekun JungHyungmo KimJaejin Lee
2020-07-21
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling
Yuliang ZouPan JiQuoc-Huy TranJia-Bin HuangManmohan Chandraker
2020-07-21
BorderDet: Border Feature for Dense Object Detection
| Han QiuYuchen MaZeming LiSongtao LiuJian Sun
2020-07-21
Directional Temporal Modeling for Action Recognition
Xinyu LiBing ShuaiJoseph Tighe
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
MCUNet: Tiny Deep Learning on IoT Devices
Ji LinWei-Ming ChenYujun LinJohn CohnChuang GanSong Han
2020-07-20
Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism
Hao DingSongsong WuHao TangFei WuGuangwei GaoXiao-Yuan Jing
2020-07-20
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
Lagrangian Duality in Reinforcement Learning
Pranay Pasula
2020-07-20
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping
| Hmrishav BandyopadhyayTanmoy DasguptaNibaran DasMita Nasipuri
2020-07-20
Effects of Approximate Multiplication on Convolutional Neural Networks
Min Soo KimAlberto A. Del BarrioHyunJin KimNader Bagherzadeh
2020-07-20
Detection, Attribution and Localization of GAN Generated Images
Michael GoebelLakshmanan NatarajTejaswi NanjundaswamyTajuddin Manhar MohammedShivkumar ChandrasekaranB. S. Manjunath
2020-07-20
Generative Hierarchical Features from Synthesizing Images
| Yinghao XuYujun ShenJiapeng ZhuCeyuan YangBolei Zhou
2020-07-20
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks
Hassan DboukHetul SanghviMahesh MehendaleNaresh Shanbhag
2020-07-19
Class-wise Dynamic Graph Convolution for Semantic Segmentation
Hanzhe HuDeyi JiWeihao GanShuai BaiWei WuJunjie Yan
2020-07-19
NeuroMAX: A High Throughput, Multi-Threaded, Log-Based Accelerator for Convolutional Neural Networks
Mahmood Azhar QureshiArslan Munir
2020-07-19
Progressive Multi-Scale Residual Network for Single Image Super-Resolution
| Yuqing LiuXinfeng ZhangShanshe WangSiwei MaWen Gao
2020-07-19
Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit
| Emma RocheteauPietro LiòStephanie Hyland
2020-07-18
Face Super-Resolution Guided by 3D Facial Priors
Xiaobin HuWenqi RenJohn LaMasterXiaochun CaoXiaoming LiZechao LiBjoern MenzeWei Liu
2020-07-18
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection
| Jiaxi WuSongtao LiuDi HuangYunhong Wang
2020-07-18
Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing
Yajie XingJingbo WangGang Zeng
2020-07-18
Towards Deeper Graph Neural Networks
| Meng LiuHongyang GaoShuiwang Ji
2020-07-18
AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling
Wenshuo MaTingzhong TianHang XuYimin HuangZhenguo Li
2020-07-18
Generative Pretraining from Pixels
| Mark ChenAlec RadfordRewon ChildJeff WuHeewoo JunPrafulla DhariwalDavid LuanIlya Sutskever
2020-07-17
Region-based Non-local Operation for Video Classification
Guoxi HuangAdrian G. Bors
2020-07-17
Boundary-preserving Mask R-CNN
| Tianheng ChengXinggang WangLichao HuangWenyu Liu
2020-07-17
A Differential Game Theoretic Neural Optimizer for Training Residual Networks
Guan-Horng LiuTianrong ChenEvangelos A. Theodorou
2020-07-17
Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection
K. V. KadambariVishnu Vardhan Nimmalapudi
2020-07-17
Hybrid Discriminative-Generative Training via Contrastive Learning
Hao LiuPieter Abbeel
2020-07-17
Appearance-Preserving 3D Convolution for Video-based Person Re-identification
| Xinqian GuHong ChangBingpeng MaHongkai ZhangXilin Chen
2020-07-16
Multi-Task Pruning for Semantic Segmentation Networks
Xinghao ChenYunhe WangYiman ZhangPeng DuChunjing XuChang Xu
2020-07-16
Autoregressive Unsupervised Image Segmentation
Yassine OualiCéline HudelotMyriam Tami
2020-07-16
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images
Simindokht JahangardMohammad Hossein ZangooeiMaysam Shahedi
2020-07-16
Mixture of Step Returns in Bootstrapped DQN
Po-Han ChiangHsuan-Kung YangZhang-Wei HongChun-Yi Lee
2020-07-16
TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris
Jungseok HongMichael FultonJunaed Sattar
2020-07-16
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation
Christopher NeffAneri ShethSteven FurgursonHamed Tabkhi
2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection
| Xiaoqi ZhaoYouwei PangLihe ZhangHuchuan LuLei Zhang
2020-07-16
Probabilistic Anchor Assignment with IoU Prediction for Object Detection
| Kang KimHee Seok Lee
2020-07-16
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms
Fernando Alonso-FernandezJavier BarrachinaKevin Hernandez-DiazJosef Bigun
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
A Temporal-to-Spatial Neural Network for Classification of Hand Movements from Electromyography Data
Adam HartwellVisakan KadirkamanathanSean R. Anderson
2020-07-16
Finding Non-Uniform Quantization Schemes using Multi-Task Gaussian Processes
Marcelo Gennari do NascimentoTheo W. CostainVictor Adrian Prisacariu
2020-07-15
Decoding CNN based Object Classifier Using Visualization
Abhishek MukhopadhyayImon MukherjeePradipta Biswas
2020-07-15
Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent
Bowen WengHuaqing XiongYingbin LiangWei Zhang
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
Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter
Guilin LiuRohan TaoriTing-Chun WangZhiding YuShiqiu LiuFitsum A. RedaKaran SapraAndrew TaoBryan Catanzaro
2020-07-14
Wavelet-Based Dual-Branch Network for Image Demoireing
Lin LiuJianzhuang LiuShanxin YuanGregory SlabaughAles LeonardisWengang ZhouQi Tian
2020-07-14
A Graph-based Interactive Reasoning for Human-Object Interaction Detection
Dongming YangYuexian Zou
2020-07-14
SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks
Arijit UkilAntonio JaraLeandro Marin
2020-07-14
AQD: Towards Accurate Quantized Object Detection
Jing LiuBohan ZhuangPeng ChenMingkui TanChunhua Shen
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
ProteiNN: Intrinsic-Extrinsic Convolution and Pooling for Scalable Deep Protein Analysis
Pedro HermosillaMarco SchäferMatěj LangGloria FackelmannPere Pau VázquezBarbora KozlíkováMichael KroneTobias RitschelTimo Ropinski
2020-07-13
PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
| Duo LiAnbang YaoQifeng Chen
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
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation
Yuli WuLong ChenDorit Merhof
2020-07-13
Locality Guided Neural Networks for Explainable Artificial Intelligence
Randy TanNaimul KhanLing Guan
2020-07-12
Fruit classification using deep feature maps in the presence of deceptive similar classes
Mohit DandekarNarinder Singh PunnSanjay Kumar SonbhadraSonali Agarwal
2020-07-12
BERT Learns (and Teaches) Chemistry
Josh PayneMario SroujiDian Ang YapVineet Kosaraju
2020-07-11
Lightweight Modules for Efficient Deep Learning based Image Restoration
| Avisek LahiriSourav BairagyaSutanu BeraSiddhant HaldarPrabir Kumar Biswas
2020-07-11
Simulating multi-exit evacuation using deep reinforcement learning
Dong XuXiao HuangJoseph MangoXiang LiZhenlong Li
2020-07-11
To filter prune, or to layer prune, that is the question
Sara ElkerdawyMostafa ElhoushiAbhineet SinghHong ZhangNilanjan Ray
2020-07-11
Understanding Object Detection Through An Adversarial Lens
Ka-Ho ChowLing LiuMehmet Emre GursoyStacey TruexWenqi WeiYanzhao Wu
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
FC2RN: A Fully Convolutional Corner Refinement Network for Accurate Multi-Oriented Scene Text Detection
Xugong QinYu ZhouDayan WuYinliang YueWeiping Wang
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
Capturing scattered discriminative information using a deep architecture in acoustic scene classification
Hye-jin ShimJee-weon JungJu-ho KimHa-jin Yu
2020-07-09
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
| Kimin LeeMichael LaskinAravind SrinivasPieter Abbeel
2020-07-09
Single architecture and multiple task deep neural network for altered fingerprint analysis
Oliver GiudiceMattia LitricoSebastiano Battiato
2020-07-09
Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing
Prem RajVinay P. NamboodiriL. Behera
2020-07-09
Learnable Hollow Kernels for Anatomical Segmentation
Elizaveta LazarevaOleg RogovOlga ShegaiDenis LarionovDmitry V. Dylov
2020-07-09
Robust Re-Identification by Multiple Views Knowledge Distillation
| Angelo PorrelloLuca BergaminiSimone Calderara
2020-07-08
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts
Nabeel Seedat
2020-07-08
SiENet: Siamese Expansion Network for Image Extrapolation
Xiaofeng ZhangFeng ChenCailing WangSongsong WuMing TaoGuoping Jiang
2020-07-08
Dynamic Group Convolution for Accelerating Convolutional Neural Networks
| Zhuo SuLinpu FangWenxiong KangDewen HuMatti PietikäinenLi Liu
2020-07-08
A study of Neural networks point source extraction on simulated Fermi/LAT Telescope images
Mariia DrozdovaAnton BroilovskiyAndrey UstyuzhaninDenys Malyshev
2020-07-08
Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads
Siyu WangYi RongShiqing FanZhen ZhengLanSong DiaoGuoping LongJun YangXiaoyong LiuWei Lin
2020-07-08
NVAE: A Deep Hierarchical Variational Autoencoder
Arash VahdatJan Kautz
2020-07-08
Deep Ensemble Analysis for Imaging X-ray Polarimetry
A. L. PeirsonR. W. RomaniH. L. MarshallJ. F. SteinerL. Baldini
2020-07-08
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations
Giulio LovisottoHenry TurnerIvo SluganovicMartin StrohmeierIvan Martinovic
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
Journey Towards Tiny Perceptual Super-Resolution
Royson LeeŁukasz DudziakMohamed AbdelfattahStylianos I. VenierisHyeji KimHongkai WenNicholas D. Lane
2020-07-08
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? -- Vulnerability and Detection
Sushma VenkateshHaoyu ZhangRaghavendra RamachandraKiran RajaNaser DamerChristoph Busch
2020-07-07
Light Field Image Super-Resolution Using Deformable Convolution
| Yingqian WangJungang YangLongguang WangXinyi YingTianhao WuWei AnYulan Guo
2020-07-07
3D Topology Transformation with Generative Adversarial Networks
Luca StornaiuoloNima DehmamyAlbert-László BarabásiMauro Martino
2020-07-07
RGCF: Refined Graph Convolution Collaborative Filtering with concise and expressive embedding
Kang LiuFeng XueRichang Hong
2020-07-07
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr
Xingjian LiHaoyi XiongHaozhe AnChengzhong XuDejing Dou
2020-07-07
A Free Viewpoint Portrait Generator with Dynamic Styling
| Anpei ChenRuiyang LiuLing XieJingyi Yu
2020-07-07
Cognitive Radio Network Throughput Maximization with Deep Reinforcement Learning
Kevin Shen Hoong OngYang ZhangDusit Niyato
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
Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)
Yuqing LiTao LuoNung Kwan Yip
2020-07-07
Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism
Tao YangZhixiong NanHe ZhangShitao ChenNanning Zheng
2020-07-06
Meta-Learning Symmetries by Reparameterization
| Allan ZhouTom KnowlesChelsea Finn
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
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones
Vivek ParmarNarayani BhatiaShubham NegiManan Suri
2020-07-06
Distance-Geometric Graph Convolutional Network (DG-GCN)
Daniel T. Chang
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
A Systematic Evaluation of Object Detection Networks for Scientific Plots
Pritha GangulyNitesh MethaniMitesh M. KhapraPratyush Kumar
2020-07-05
Attention-based Joint Detection of Object and Semantic Part
| Keval MorabiaJatin AroraTara Vijaykumar
2020-07-05
HoughNet: Integrating near and long-range evidence for bottom-up object detection
| Nermin SametSamet HicsonmezEmre Akbas
2020-07-05
DRDr: Automatic Masking of Exudates and Microaneurysms Caused By Diabetic Retinopathy Using Mask R-CNN and Transfer Learning
Farzan ShenavarmasoulehHamid R. Arabnia
2020-07-04
Collaborative Learning for Faster StyleGAN Embedding
Shanyan GuanYing TaiBingbing NiFeida ZhuFeiyue HuangXiaokang Yang
2020-07-03
Balanced Symmetric Cross Entropy for Large Scale Imbalanced and Noisy Data
Feifei HuangJie LiXuelin Zhu
2020-07-03
Segment as Points for Efficient Online Multi-Object Tracking and Segmentation
| Zhenbo XuWei ZhangXiao TanWei YangHuan HuangShilei WenErrui DingLiusheng Huang
2020-07-03
Learning to Prune in Training via Dynamic Channel Propagation
| Shibo ShenRongpeng LiZhifeng ZhaoHonggang ZhangYugeng Zhou
2020-07-03
Estimating Blink Probability for Highlight Detection in Figure Skating Videos
Tamami NakanoAtsuya SakataAkihiro Kishimoto
2020-07-02
PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors
Ziqiang LiHong PanYaping ZhuA. K. Qin
2020-07-02
ACFD: Asymmetric Cartoon Face Detector
| Bin ZhangJian LiYabiao WangZhipeng CuiYili XiaChengjie WangJilin LiFeiyue Huang
2020-07-02
Noticing Motion Patterns: Temporal CNN with a Novel Convolution Operator for Human Trajectory Prediction
Dapeng ZhaoJean Oh
2020-07-02
Efficient Neural Network Deployment for Microcontroller
Hasan Unlu
2020-07-02
Channel Compression: Rethinking Information Redundancy among Channels in CNN Architecture
Jinhua LiangTao ZhangGuoqing Feng
2020-07-02
Autonomous and cooperative design of the monitor positions for a team of UAVs to maximize the quantity and quality of detected objects
| Dimitrios I. KoutrasAthanasios Ch. KapoutsisElias B. Kosmatopoulos
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
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
D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector
| Renu SharmaArun Ross
2020-07-02
Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control
Jin Guo
2020-07-02
HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing
Miaomiao YuYujiu YangChenhui Li
2020-07-01
CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization
| Tanvir MahmudMd Awsafur RahmanShaikh Anowarul Fattah
2020-07-01
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
Jianfei YuJing JiangLi YangRui Xia
2020-07-01
Multimodal Transformer for Multimodal Machine Translation
Shaowei YaoXiaojun Wan
2020-07-01
Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNet
Hao ChenAbhinav Shrivastava
2020-07-01
Automatic Crack Detection on Road Pavements Using Encoder Decoder Architecture
Zhun FanChong LiYing ChenJiahong WeiGiuseppe LoprencipeXiaopeng ChenPaola Di Mascio
2020-07-01
A Novel Higher-order Weisfeiler-Lehman Graph Convolution
Clemens DamkeVitalik MelnikovEyke Hüllermeier
2020-07-01
Enhancing the Association in Multi-Object Tracking via Neighbor Graph
Tianyi LiangLong LanZhigang Luo
2020-07-01
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture
| Tiange XiangChaoyi ZhangDongnan LiuYang SongHeng HuangWeidong Cai
2020-07-01
Regularly Updated Deterministic Policy Gradient Algorithm
Shuai HanWenbo ZhouShuai LüJiayu Yu
2020-07-01
Deep Isometric Learning for Visual Recognition
| Haozhi QiChong YouXiaolong WangYi MaJitendra Malik
2020-06-30
EasyQuant: Post-training Quantization via Scale Optimization
| Di WuQi TangYongle ZhaoMing ZhangYing FuDebing Zhang
2020-06-30
A Data-driven Neural Network Architecture for Sentiment Analysis
Erion ÇanoMaurizio Morisio
2020-06-30
Accelerating Binarized Neural Networks via Bit-Tensor-Cores in Turing GPUs
| Ang LiSimon Su
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
Multichannel CNN with Attention for Text Classification
Zhenyu LiuHaiwei HuangChaohong LuShengfei Lyu
2020-06-29
Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks
| Emma RocheteauPietro LiòStephanie Hyland
2020-06-29
Explainable 3D Convolutional Neural Networks by Learning Temporal Transformations
Gabriëlle RasLuca AmbrogioniPim HaselagerMarcel A. J. van GervenUmut Güçlü
2020-06-29
Path Integral Based Convolution and Pooling for Graph Neural Networks
Zheng MaJunyu XuanYu Guang WangMing LiPietro Lio
2020-06-29
A lateral semicircular canal segmentation based geometric calibration for human temporal bone CT Image
Xiaoguang LiPeng FuHongxia YinZhenChang WangLi ZhuoHui Zhang
2020-06-28
Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters
| Wenhui YuZheng Qin
2020-06-28
Causal Explanations of Image Misclassifications
Yan MinMiles Bennett
2020-06-28
A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images
Harshana WeligampolaGihan JayatilakaSuren SritharanRoshan GodaliyaddaParakrama EkanayakaRoshan RagelVijitha Herath
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
DRACO: Co-Optimizing Hardware Utilization, and Performance of DNNs on Systolic Accelerator
Nandan Kumar JhaShreyas RavishankarSparsh MittalArvind KaushikDipan MandalMahesh Chandra
2020-06-26
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks
| Rajat SainiNandan Kumar JhaBedanta DasSparsh MittalC. Krishna Mohan
2020-06-26
E2GC: Energy-efficient Group Convolution in Deep Neural Networks
Nandan Kumar JhaRajat SainiSubhrajit NagSparsh Mittal
2020-06-26
COVID-19 detection using Residual Attention Network an Artificial Intelligence approach
Vishal SharmaCurtis Dyreson
2020-06-26
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images
Stephan J. GarbinMarek KowalskiMatthew JohnsonJamie Shotton
2020-06-26
Expandable YOLO: 3D Object Detection from RGB-D Images
Masahiro TakahashiAlessandro MoroYonghoon JiKazunori Umeda
2020-06-26
Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal
Shujaat KhanJaeyoung HuhJong Chul Ye
2020-06-26
SmallBigNet: Integrating Core and Contextual Views for Video Classification
| Xianhang LiYali WangZhipeng ZhouYu Qiao
2020-06-25
SS-CAM: Smoothed Score-CAM for Sharper Visual Feature Localization
Haofan WangRakshit NaiduJoy MichaelSoumya Snigdha Kundu
2020-06-25
Noise, overestimation and exploration in Deep Reinforcement Learning
Rafael Stekolshchik
2020-06-25
Recurrent Quantum Neural Networks
Johannes Bausch
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
Hyperparameter Ensembles for Robustness and Uncertainty Quantification
Florian WenzelJasper SnoekDustin TranRodolphe Jenatton
2020-06-24
Dynamic Functional Connectivity and Graph Convolution Network for Alzheimer's Disease Classification
Xingwei AnYutao ZhouYang DiDong Ming
2020-06-24
3DMotion-Net: Learning Continuous Flow Function for 3D Motion Prediction
Shuaihang YuanXiang LiAnthony TzesYi Fang
2020-06-24
Flexible Image Denoising with Multi-layer Conditional Feature Modulation
| Jiazhi DuXin QiaoZifei YanHongzhi ZhangWangmeng Zuo
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
Reducing Overestimation Bias by Increasing Representation Dissimilarity in Ensemble Based Deep Q-Learning
Hassam Ullah SheikhLadislau Bölöni
2020-06-24
IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency
Jiarui CaiYizhou WangHaotian ZhangHung-Min HsuChengqian MaJenq-Neng Hwang
2020-06-24
3D Pose Detection in Videos: Focusing on Occlusion
Justin WangEdward XuKangrui XueLukasz Kidzinski
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
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net
| Dominik MüllerIñaki Soto ReyFrank Kramer
2020-06-24
Vision-Based Fall Event Detection in Complex Background Using Attention Guided Bi-directional LSTM
Yong ChenLu WangJiajia HuMingbin Ye
2020-06-24
Inference with Artificial Neural Networks on Analog Neuromorphic Hardware
Johannes WeisPhilipp SpilgerSebastian BillaudelleYannik StradmannArne EmmelEric MüllerOliver BreitwieserAndreas GrüblJoscha IlmbergerVitali KarasenkoMitja KleiderChristian MauchKorbinian SchreiberJohannes Schemmel
2020-06-23
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks
| Eugene LeeChen-Yi Lee
2020-06-23
Extension of Direct Feedback Alignment to Convolutional and Recurrent Neural Network for Bio-plausible Deep Learning
Donghyeon HanGwangtae ParkJunha RyuHoi-jun Yoo
2020-06-23
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
PFGDF: Pruning Filter via Gaussian Distribution Feature for Deep Neural Networks Acceleration
Jianrong XuChao LiBifeng CuiKang YangYongjun Xu
2020-06-23
Efficient Spatially Adaptive Convolution and Correlation
Thomas W. MitchelBenedict BrownDavid KollerTim WeyrichSzymon RusinkiewiczMichael Kazhdan
2020-06-23
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View
| Shen WangJibing GongJinlong WangWenzheng FengHao PengJie TangPhilip S. Yu
2020-06-23
Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time
Nils GählertJun-Jun WanNicolas JourdanJan FinkbeinerUwe FrankeJoachim Denzler
2020-06-23
Distilling Object Detectors with Task Adaptive Regularization
Ruoyu SunFuhui TangXiaopeng ZhangHongkai XiongQi Tian
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
Development and evaluation of a test setup to investigate distance differences in immersive virtual environments
| Stephan FremereyMuhammad Sami SulemanAbdul Haq Azeem Paracha and Alexander Raake
2020-06-23
Locally Masked Convolution for Autoregressive Models
| Ajay JainPieter AbbeelDeepak Pathak
2020-06-22
Connecting Graph Convolutional Networks and Graph-Regularized PCA
Lingxiao ZhaoLeman Akoglu
2020-06-22
HNHN: Hypergraph Networks with Hyperedge Neurons
| Yihe DongWill SawinYoshua Bengio
2020-06-22
FDFlowNet: Fast Optical Flow Estimation using a Deep Lightweight Network
Lingtong KongJie Yang
2020-06-22
Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution
Qiulin ZhangZhuqing JiangQishuo LuJia'nan HanZhengxin ZengShang-hua GaoAidong Men
2020-06-22
DO-Conv: Depthwise Over-parameterized Convolutional Layer
| Jinming CaoYangyan LiMingchao SunYing ChenDani LischinskiDaniel Cohen-OrBaoquan ChenChanghe Tu
2020-06-22
ResFPN: Residual Skip Connections in Multi-Resolution Feature Pyramid Networks for Accurate Dense Pixel Matching
RishavRené SchusterRamy BattrawyOliver WasenmüllerDidier Stricker
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
FilterNet: A Neighborhood Relationship Enhanced Fully Convolutional Network for Calf Muscle Compartment Segmentation
Zhihui GuoHonghai ZhangZhi ChenEllen van der PlasLaurie GutmannDaniel ThedensPeggy NopoulosMilan Sonka
2020-06-21
Patch Based Classification of Remote Sensing Data: A Comparison of 2D-CNN, SVM and NN Classifiers
Mahesh PalAkshayHimanshu RohillaB. Charan Teja
2020-06-21
Efficient Integer-Arithmetic-Only Convolutional Neural Networks
Hengrui ZhaoDong LiuHouqiang Li
2020-06-21
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search
| Jiemin FangYuzhu SunQian ZhangKangjian PengYuan LiWenyu LiuXinggang Wang
2020-06-21
TreeRNN: Topology-Preserving Deep GraphEmbedding and Learning
Yecheng LyuMing LiXinming HuangUlkuhan GulerPatrick SchaumontZiming Zhang
2020-06-21
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
Concatenated Attention Neural Network for Image Restoration
Tian YingJieWang YiQiYang LinRuiQi ZhiQuan
2020-06-19
On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems
Panayotis MertikopoulosNadav HallakAli KavisVolkan Cevher
2020-06-19
From Discrete to Continuous Convolution Layers
Assaf ShocherBen FeinsteinNiv HaimMichal Irani
2020-06-19
Graph Pooling with Node Proximity for Hierarchical Representation Learning
Xing GaoWenrui DaiChenglin LiHongkai XiongPascal Frossard
2020-06-19
Spin-Weighted Spherical CNNs
| Carlos EstevesAmeesh MakadiaKostas Daniilidis
2020-06-18
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning
Zhiyu ZhuJunhui HouJie ChenHuanqiang ZengJiantao Zhou
2020-06-18
Sequential Graph Convolutional Network for Active Learning
| Razvan CaramalauBinod BhattaraiTae-Kyun Kim
2020-06-18
Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function
Thomio WatanabeDenis F. Wolf
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
Efficient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning
| Oscar de LimaHansal ShahTing-Sheng ChuBrian Fogelson
2020-06-18
Sparse GPU Kernels for Deep Learning
Trevor GaleMatei ZahariaCliff YoungErich Elsen
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
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
Flows Succeed Where GANs Fail: Lessons from Low-Dimensional Data
Tianci LiuJeffrey Regier
2020-06-17
Deep Network for Scatterer Distribution Estimation for Ultrasound Image Simulation
Lin ZhangValery VishnevskiyOrcun Goksel
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
Directional Pruning of Deep Neural Networks
| Shih-Kang ChaoZhanyu WangYue XingGuang Cheng
2020-06-16
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation
Shijie LiYazan Abu FarhaYun LiuMing-Ming ChengJuergen Gall
2020-06-16
Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering
| Zihao ZhuJing YuYujing WangYajing SunYue HuQi Wu
2020-06-16
Dual-Resolution Correspondence Networks
Xinghui LiKai HanShuda LiVictor Adrian Prisacariu
2020-06-16
Network Diffusions via Neural Mean-Field Dynamics
Shushan HeHongyuan ZhaXiaojing Ye
2020-06-16
A Study of Compositional Generalization in Neural Models
Tim KlingerDhaval AdjodahVincent MaroisJosh JosephMatthew RiemerAlex 'Sandy' PentlandMurray Campbell
2020-06-16
Gradient Amplification: An efficient way to train deep neural networks
Sunitha BasodiChunyan JiHaiping ZhangYi Pan
2020-06-16
Discovering outstanding subgroup lists for numeric targets using MDL
| Hugo M. ProençaPeter GrünwaldThomas BäckMatthijs van Leeuwen
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
Intriguing generalization and simplicity of adversarially trained neural networks
Chirag AgarwalPeijie ChenAnh Nguyen
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
An online evolving framework for advancing reinforcement-learning based automated vehicle control
Teawon HanSubramanya NageshraoDimitar P. FilevUmit Ozguner
2020-06-15
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution
| Xianhang ChengZhenzhong Chen
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
Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification
Rakshith S SrinivasaCao XiaoLucas GlassJustin RombergJimeng Sun
2020-06-15
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes
Nils GählertNiklas HanselmannUwe FrankeJoachim Denzler
2020-06-15
3D-ZeF: A 3D Zebrafish Tracking Benchmark Dataset
Malte PedersenJoakim Bruslund HaurumStefan Hein BengtsonThomas B. Moeslund
2020-06-15
Interaction Networks: Using a Reinforcement Learner to train other Machine Learning algorithms
Florian Dietz
2020-06-15
Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems
Huy H. NguyenJunichi YamagishiIsao EchizenSébastien Marcel
2020-06-15
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction
| Tong HeJohn CollomosseHailin JinStefano Soatto
2020-06-15
Entropic gradient descent algorithms and wide flat minima
Fabrizio PittorinoCarlo LucibelloChristoph FeinauerEnrico M. MalatestaGabriele PeruginiCarlo BaldassiMatteo NegriElizaveta DemyanenkoRiccardo Zecchina
2020-06-14
Few-shot Object Detection on Remote Sensing Images
Jingyu DengXiang LiYi Fang
2020-06-14
2D Image Relighting with Image-to-Image Translation
| Paul GaftonErick Maraz
2020-06-14
FCOS: A simple and strong anchor-free object detector
Zhi TianChunhua ShenHao ChenTong He
2020-06-14
Working with scale: 2nd place solution to Product Detection in Densely Packed Scenes [Technical Report]
| Artem Kozlov
2020-06-14
Alternating ConvLSTM: Learning Force Propagation with Alternate State Updates
Congyue DengTai-Jiang MuShi-Min Hu
2020-06-14
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
Collegial Ensembles
Etai LittwinBen MyaraSima SabahJoshua SusskindShuangfei ZhaiOren Golan
2020-06-13
RoadNet-RT: High Throughput CNN Architecture and SoC Design for Real-Time Road Segmentation
Lin BaiYecheng LyuXinming Huang
2020-06-13
Mitigating Face Recognition Bias via Group Adaptive Classifier
Sixue GongXiaoming LiuAnil K. Jain
2020-06-13
Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks
Lili WangRuibo LiuSoroush Vosoughi
2020-06-13
SE-MelGAN -- Speaker Agnostic Rapid Speech Enhancement
Luka ChkhetianiLevan Bejanidze
2020-06-13
GIPFA: Generating IPA Pronunciation from Audio
| Xavier Marjou
2020-06-13
Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks
Adrian Sanchez-CaballeroDavid Fuentes-JimenezCristina Losada-Gutiérrez
2020-06-13
Asymptotic Singular Value Distribution of Linear Convolutional Layers
Xinping Yi
2020-06-12
Multi Layer Neural Networks as Replacement for Pooling Operations
Wolfgang FuhlEnkelejda Kasneci
2020-06-12
Continuous Control for Searching and Planning with a Learned Model
Xuxi YangWerner DuvaudPeng Wei
2020-06-12
CoDeNet: Algorithm-hardware Co-design for Deformable Convolution
| Zhen DongDequan WangQijing HuangYizhao GaoYaohui CaiBichen WuKurt KeutzerJohn Wawrzynek
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
AdaS: Adaptive Scheduling of Stochastic Gradients
| Mahdi S. HosseiniKonstantinos N. Plataniotis
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
Enabling Nonlinear Manifold Projection Reduced-Order Models by Extending Convolutional Neural Networks to Unstructured Data
John TencerKevin Potter
2020-06-11
Multigrid-in-Channels Architectures for Wide Convolutional Neural Networks
Jonathan EphrathLars RuthottoEran Treister
2020-06-11
Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification
Neil VaughanBogdan Gabrys
2020-06-11
TensorFlow with user friendly Graphical Framework for object detection API
| Heemoon YoonSang-Hee LeeMira Park
2020-06-11
Rethinking Pre-training and Self-training
| Barret ZophGolnaz GhiasiTsung-Yi LinYin CuiHanxiao LiuEkin D. CubukQuoc V. Le
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
Sketchy Empirical Natural Gradient Methods for Deep Learning
Minghan YangDong XuYongfeng LiZaiwen WenMengyun Chen
2020-06-10
Geometry-Aware Segmentation of Remote Sensing Images via implicit height estimation
Xiang LiYi Fang
2020-06-10
Bandit Samplers for Training Graph Neural Networks
Ziqi LiuZhengwei WuZhiqiang ZhangJun ZhouShuang YangLe SongYuan Qi
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
Extrapolation for Large-batch Training in Deep Learning
Tao LinLingjing KongSebastian U. StichMartin Jaggi
2020-06-10
Unique Faces Recognition in Videos
Jiahao HuoTerence L van Zyl
2020-06-10
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment
Ananya GuptaSimon WatsonHujun Yin
2020-06-10
Forming an Electoral College for a Graph: a Heuristic Semi-supervised Learning Framework
Chen LiXutan PengHao PengJianxin LiLihong WangPhilip S. Yu
2020-06-10
When Differential Privacy Meets Graph Neural Networks
| Sina SajadmaneshDaniel Gatica-Perez
2020-06-09
ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation
Orhan AkalZhigang PengGerardo Hermosillo Valadez
2020-06-09
An Efficient Accelerator Design Methodology for Deformable Convolutional Networks
Saehyun AhnJung-Woo ChangSuk-Ju Kang
2020-06-09
Learning Shared Filter Bases for Efficient ConvNets
Daeyeon KimWoochul Kang
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
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences
Huaying HaoHuazhu FuYanwu XuJianlong YangFei LiXiulan ZhangJiang LiuYitian Zhao
2020-06-09
Unstructured Road Vanishing Point Detection Using the Convolutional Neural Network and Heatmap Regression
Yin-Bo LiuMing ZengQing-Hao Meng
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
Neural Sparse Representation for Image Restoration
| Yuchen FanJiahui YuYiqun MeiYulun ZhangYun FuDing LiuThomas S. Huang
2020-06-08
Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels
Yi ZhouChenglei WuZimo LiChen CaoYuting YeJason SaragihHao LiYaser Sheikh
2020-06-08
A Framework for Neural Network Pruning Using Gibbs Distributions
Alex LabachShahrokh Valaee
2020-06-08
Physics Regularized Gaussian Processes
Zheng WangWei XingRobert KirbyShandian Zhe
2020-06-08
Balancing a CartPole System with Reinforcement Learning -- A Tutorial
Swagat Kumar
2020-06-08
FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber Analysis
Max FreiFrank Einar Kruis
2020-06-08
Deep Neural Network Based Real-time Kiwi Fruit Flower Detection in an Orchard Environment
JongYoon LimHo Seok AhnMahla NejatiJamie BellHenry WilliamsBruce A. MacDonald
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
Learning disconnected manifolds: a no GANs land
Ugo TanielianThibaut IssenhuthElvis DohmatobJeremie Mary
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
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
Conservative Q-Learning for Offline Reinforcement Learning
Aviral KumarAurick ZhouGeorge TuckerSergey Levine
2020-06-08
EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks
| Hojjat SalehinejadShahrokh Valaee
2020-06-07
Adversarial Optimal Transport Through The Convolution Of Kernels With Evolving Measures
Daeyoung KimEsteban G. Tabak
2020-06-07
EnK: Encoding time-information in convolution
Avinash Kumar SinghChin-Teng Lin
2020-06-07
Realistic text replacement with non-uniform style conditioning
Arseny NerinovskyIgor BuzhinskyAndey Filchencov
2020-06-07
DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling
Moshe EliasofEran Treister
2020-06-07
Information Mandala: Statistical Distance Matrix with Clustering
Xin Lu
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
Extracting Cellular Location of Human Proteins Using Deep Learning
Hanke Chen
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
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning
Robert MüllerFabian RitzSteffen IlliumClaudia Linnhoff-Popien
2020-06-05
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery
Christina CorbaneVasileios SyrrisFilip SaboPanagiotis PolitisMichele MelchiorriMartino PesaresiPierre SoilleThomas Kemper
2020-06-05
Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices
Xin ChengLei ZhangYin TangYue LiuHao WuJun He
2020-06-05
Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation
Yujiang WangMingzhi DongJie ShenYiming LinMaja Pantic
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
Black-box Explanation of Object Detectors via Saliency Maps
Vitali PetsiukRajiv JainVarun ManjunathaVlad I. MorariuAshutosh MehraVicente OrdonezKate Saenko
2020-06-05
Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection
Omid Mohamad NezamiAkshay ChaturvediMark DrasUtpal Garain
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
Towards Lower Bit Multiplication for Convolutional Neural Network Training
Kai ZhongTianchen ZhaoXuefei NingShulin ZengKaiyuan GuoYu WangHuazhong Yang
2020-06-04
Height estimation from single aerial images using a deep ordinal regression network
Xiang LiMingyang WangYi Fang
2020-06-04
Stochastic Graph Neural Networks
Zhan GaoElvin IsufiAlejandro Ribeiro
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
Data Augmentation for Enhancing EEG-based Emotion Recognition with Deep Generative Models
Yun LuoLi-Zhen ZhuZi-Yu WanBao-Liang Lu
2020-06-04
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks
Gašper Beguš
2020-06-04
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
| Siyuan QiaoLiang-Chieh ChenAlan Yuille
2020-06-03
SimPool: Towards Topology Based Graph Pooling with Structural Similarity Features
Yaniv Shulman
2020-06-03
Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces
Shicong LiuZhen GaoJun ZhangMarco Di RenzoMohamed-Slim Alouini
2020-06-03
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions
Sabbir AhmedUday KamalMd. Kamrul Hasan
2020-06-03
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE
| Juntang ZhuangNicha DvornekXiaoxiao LiSekhar TatikondaXenophon PapademetrisJames Duncan
2020-06-03
Earnings Prediction with Deep Leaning
Lars ElendSebastian A. TidemanKerstin LopattaOliver Kramer
2020-06-03
Efficient refinements on YOLOv3 for real-time detection and assessment of diabetic foot Wagner grades
Aifu HanYongze ZhangAjuan LiChangjin LiFengying ZhaoQiujie DongQin LiuYanting LiuXimei ShenSunjie YanShengzong Zhou
2020-06-03
Rényi Generative Adversarial Networks
Himesh BhatiaWilliam PaulFady AlajajiBahman GharesifardPhilippe Burlina
2020-06-03
CNNs on Surfaces using Rotation-Equivariant Features
| Ruben WiersmaElmar EisemannKlaus Hildebrandt
2020-06-02
Geometric Graph Representations and Geometric Graph Convolutions for Deep Learning on Three-Dimensional (3D) Graphs
Daniel T. Chang
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
The Convolution Exponential and Generalized Sylvester Flows
Emiel HoogeboomVictor Garcia SatorrasJakub M. TomczakMax Welling
2020-06-02
Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses
Trong Huy PhanKazuma Yamamoto
2020-06-02
Residual Squeeze-and-Excitation Network for Fast Image Deraining
Jun FuJianfeng XuKazuyuki TasakaZhibo Chen
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
A Hierarchical Graph Network for 3D Object Detection on Point Clouds
Jintai Chen Biwen Lei Qingyu Song Haochao Ying Danny Z. Chen Jian Wu
2020-06-01
Multi-Dimensional Pruning: A Unified Framework for Model Compression
Jinyang Guo Wanli Ouyang Dong Xu
2020-06-01
ReSprop: Reuse Sparsified Backpropagation
| Negar Goli Tor M. Aamodt
2020-06-01
Frequency Domain Compact 3D Convolutional Neural Networks
Hanting Chen Yunhe Wang Han Shu Yehui Tang Chunjing Xu Boxin Shi Chao Xu Qi Tian Chang Xu
2020-06-01
Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis
| Zhi-Hao Lin Sheng-Yu Huang Yu-Chiang Frank Wang
2020-06-01
View-GCN: View-Based Graph Convolutional Network for 3D Shape Analysis
| Xin Wei Ruixuan Yu Jian Sun
2020-06-01
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning
Peiye Liu Bo Wu Huadong Ma Mingoo Seok
2020-06-01
Fixed-Point Back-Propagation Training
Xishan Zhang Shaoli Liu Rui Zhang Chang Liu Di Huang Shiyi Zhou Jiaming Guo Qi Guo Zidong Du Tian Zhi Yunji Chen
2020-06-01
Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution
Yuesong Nan Hui Ji
2020-06-01
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution
| Yapeng Tian Yulun Zhang Yun Fu Chenliang Xu
2020-06-01
Distilling Image Dehazing With Heterogeneous Task Imitation
Ming Hong Yuan Xie Cuihua Li Yanyun Qu
2020-06-01
Efficient Dynamic Scene Deblurring Using Spatially Variant Deconvolution Network With Optical Flow Guided Training
Yuan Yuan Wei Su Dandan Ma
2020-06-01
Variational Context-Deformable ConvNets for Indoor Scene Parsing
Zhitong Xiong Yuan Yuan Nianhui Guo Qi Wang
2020-06-01
Adaptive Dilated Network With Self-Correction Supervision for Counting
Shuai Bai Zhiqun He Yu Qiao Hanzhe Hu Wei Wu Junjie Yan
2020-06-01
ReDA:Reinforced Differentiable Attribute for 3D Face Reconstruction
Wenbin Zhu HsiangTao Wu Zeyu Chen Noranart Vesdapunt Baoyuan Wang
2020-06-01
Sequential 3D Human Pose and Shape Estimation From Point Clouds
Kangkan Wang Jin Xie Guofeng Zhang Lei Liu Jian Yang
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
Visual-Textual Capsule Routing for Text-Based Video Segmentation
Bruce McIntosh Kevin Duarte Yogesh S Rawat Mubarak Shah
2020-06-01
Improving Convolutional Networks With Self-Calibrated Convolutions
Jiang-Jiang Liu Qibin Hou Ming-Ming Cheng Changhu Wang Jiashi Feng
2020-06-01
Online Knowledge Distillation via Collaborative Learning
Qiushan Guo Xinjiang Wang Yichao Wu Zhipeng Yu Ding Liang Xiaolin Hu Ping Luo
2020-06-01
SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel
Huan Lei Naveed Akhtar Ajmal Mian
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
Efficient Neural Vision Systems Based on Convolutional Image Acquisition
Pedram Pad Simon Narduzzi Clement Kundig Engin Turetken Siavash A. Bigdeli L. Andrea Dunbar
2020-06-01
Improving Action Segmentation via Graph-Based Temporal Reasoning
Yifei Huang Yusuke Sugano Yoichi Sato
2020-06-01
GaitPart: Temporal Part-Based Model for Gait Recognition
Chao Fan Yunjie Peng Chunshui Cao Xu Liu Saihui Hou Jiannan Chi Yongzhen Huang Qing Li Zhiqiang He
2020-06-01
Context Aware Graph Convolution for Skeleton-Based Action Recognition
Xikun Zhang Chang Xu Dacheng Tao
2020-06-01
Shape correspondence using anisotropic Chebyshev spectral CNNs
Qinsong Li Shengjun Liu Ling Hu Xinru Liu
2020-06-01
DeepMark++: CenterNet-based Clothing Detection
Alexey SidnevAlexander KrapivinAlexey TrushkovEkaterina KrasikovaMaxim Kazakov
2020-06-01
Using Generative Models for Pediatric wbMRI
Alex ChangVinith M. SuriyakumarAbhishek MoturuNipaporn TewattanaratAndrea DoriaAnna Goldenberg
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
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
Interactive Object Segmentation With Inside-Outside Guidance
| Shiyin Zhang Jun Hao Liew Yunchao Wei Shikui Wei Yao Zhao
2020-06-01
Video Instance Segmentation Tracking With a Modified VAE Architecture
Chung-Ching Lin Ying Hung Rogerio Feris Linglin He
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
BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector
Yang Liu Xu Tang
2020-06-01
Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization
| Lourenco V. Pato Renato Negrinho Pedro M. Q. Aguiar
2020-06-01
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning
| Zhewei YaoAmir GholamiSheng ShenKurt KeutzerMichael W. Mahoney
2020-06-01
A U-Net Based Discriminator for Generative Adversarial Networks
Edgar Schonfeld Bernt Schiele Anna Khoreva
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
DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation
Ange LouShuyue GuanMurray Loew
2020-05-31
End-to-End Change Detection for High Resolution Drone Images with GAN Architecture
Yura ZharkovskyOvadya Menadeva
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
Sequence to Point Learning Based on Bidirectional Dilated Residual Network for Non Intrusive Load Monitoring
Ziyue JiaLinfeng YangZhenrong ZhangHui LiuFannie Kong
2020-05-30
Joint Person Objectness and Repulsion for Person Search
Hantao YaoChangsheng Xu
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
Fixed-size Objects Encoding for Visual Relationship Detection
Hengyue PanXin NiuRongchun LiSiqi ShenYong Dou
2020-05-29
WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation
Qiufu LiLinlin Shen
2020-05-29
A Light-Weighted Convolutional Neural Network for Bitemporal SAR Image Change Detection
Rongfang WangFan DingLicheng JiaoJia-Wei ChenBo LiuWenping MaMi Wang
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
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks
Gabriel GarcíaRocío del AmorAdrián ColomerValery Naranjo
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
Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification
Danilo AvolaLuigi CinqueAlessio FagioliSebastiano FilettiGiorgio GraniEmanuele Rodolà
2020-05-28
Deep Learning for Automatic Pneumonia Detection
| Tatiana GabrusevaDmytro PoplavskiyAlexandr A. Kalinin
2020-05-28
Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs
Behnam PourghassemiChenghao ZhangJoo Hwan LeeAparna Chandramowlishwaran
2020-05-28
GSTO: Gated Scale-Transfer Operation for Multi-Scale Feature Learning in Pixel Labeling
| Zhuoying WangYongtao WangZhi TangYangyan LiYing ChenHaibin LingWeisi Lin
2020-05-27
Graph Neural Network for Hamiltonian-Based Material Property Prediction
Hexin BaiPeng ChuJeng-Yuan TsaiNathan WilsonXiaofeng QianQimin YanHaibin Ling
2020-05-27
Interpretable and Efficient Heterogeneous Graph Convolutional Network
Yaming YangZiyu GuanJianxin LiWei ZhaoJiangtao CuiQuan Wang
2020-05-27
SSM-Net for Plants Disease Identification in Low Data Regime
Shruti Jadon
2020-05-27
Efficient Pig Counting in Crowds with Keypoints Tracking and Spatial-aware Temporal Response Filtering
Guang ChenShiwen ShenLongyin WenSi LuoLiefeng Bo
2020-05-27
Towards the Infeasibility of Membership Inference on Deep Models
Shahbaz RezaeiXin Liu
2020-05-27
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3
Petr HurtikVojtech MolekJan HulaMarek VajglPavel VlasanekTomas Nejezchleba
2020-05-27
CLOCS: Contrastive Learning of Cardiac Signals
Dani KiyassehTingting ZhuDavid A. Clifton
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
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
End-to-End Object Detection with Transformers
| Nicolas CarionFrancisco MassaGabriel SynnaeveNicolas UsunierAlexander KirillovSergey Zagoruyko
2020-05-26
Perceptual Extreme Super Resolution Network with Receptive Field Block
Taizhang ShangQiuju DaiShengchen ZhuTong YangYandong Guo
2020-05-26
End-to-end Optimized Video Compression with MV-Residual Prediction
XiangJi WuZiwen ZhangJie FengLei ZhouJunmin Wu
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
Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications
Jiaye LinYuze ZouXiaoru DongShimin GongDinh Thai HoangDusit Niyato
2020-05-25
Learning to Charge RF-Energy Harvesting Devices in WiFi Networks
Yizhou LuoKwan-Wu Chin
2020-05-25
Network Bending: Manipulating The Inner Representations of Deep Generative Models
| Terence BroadFrederic Fol LeymarieMick Grierson
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
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey
Jiexia YeJuanjuan ZhaoKejiang YeChengzhong Xu
2020-05-24
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
| Zonghan WuShirui PanGuodong LongJing JiangXiaojun ChangChengqi Zhang
2020-05-24
Recognizing Families through Images with Pretrained Encoder
Tuan-Duy H. NguyenHuu-Nghia H. NguyenHieu Dao
2020-05-24
Robust Object Detection under Occlusion with Context-Aware CompositionalNets
Angtian WangYihong SunAdam KortylewskiAlan Yuille
2020-05-24
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
Self-Training for Domain Adaptive Scene Text Detection
Yudi ChenWei WangYu ZhouFei YangDongbao YangWeiping Wang
2020-05-23
KL-Divergence-Based Region Proposal Network for Object Detection
Geonseok SeoJaeyoung YooJaeseok ChoiNojun Kwak
2020-05-22
Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography
Ziheng DuanDaniel MontesYangsibo HuangDufan WuJavier M. RomeroRamon Gilberto GonzalezQuanzheng Li
2020-05-22
NAUTILUS: a Versatile Voice Cloning System
Hieu-Thi LuongJunichi Yamagishi
2020-05-22
Identify Speakers in Cocktail Parties with End-to-End Attention
| Junzhe ZhuMark Hasegawa-JohnsonLeda Sari
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
TASO: Time and Space Optimization for Memory-Constrained DNN Inference
Yuan WenAndrew AndersonValentin RaduMichael F. P. O'BoyleDavid Gregg
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
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
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
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
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
Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models
Martin KotuliakSandro E. SchoenbornAndrei Dan
2020-05-19
Self-supervised Transfer Learning for Instance Segmentation through Physical Interaction
| Andreas EitelNico HauffWolfram Burgard
2020-05-19
Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning
Zhenhui YeYining ChenGuanghua SongBowei YangShen Fan
2020-05-19
MaskFace: multi-task face and landmark detector
Dmitry YashuninTamir BaydasovRoman Vlasov
2020-05-19
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption
Hongyin LuoShang-Wen LiJames Glass
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
Joint Multi-Dimension Pruning
Zechun LiuXiangyu ZhangZhiqiang ShenZhe LiYichen WeiKwang-Ting ChengJian Sun
2020-05-18
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery
| Junjun JiangHe SunXianming LiuJiayi Ma
2020-05-18
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction
Cunjun YuXiao MaJiawei RenHaiyu ZhaoShuai Yi
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
Deep Convolutional Sparse Coding Networks for Image Fusion
Shuang XuZixiang ZhaoYicheng WangChunxia ZhangJunmin LiuJiangshe Zhang
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
Conformer: Convolution-augmented Transformer for Speech Recognition
| Anmol GulatiJames QinChung-Cheng ChiuNiki ParmarYu ZhangJiahui YuWei HanShibo WangZhengdong ZhangYonghui WuRuoming Pang
2020-05-16
A Deep Learning based Wearable Healthcare IoT Device for AI-enabled Hearing Assistance Automation
Fraser YoungL ZhangRichard JiangHan LiuConor Wall
2020-05-16
Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs
Lei CaiZhengzhang ChenChen LuoJiaping GuiJingchao NiDing LiHaifeng Chen
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
Convex Shape Prior for Deep Neural Convolution Network based Eye Fundus Images Segmentation
Jun LiuXue-Cheng TaiShousheng Luo
2020-05-15
"I have vxxx bxx connexxxn!": Facing Packet Loss in Deep Speech Emotion Recognition
Mostafa M. MohamedBjörn W. Schuller
2020-05-15
Disentangling in Latent Space by Harnessing a Pretrained Generator
Yotam NitzanAmit BermanoYangyan LiDaniel Cohen-Or
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
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors
Michael W. DusenberryGhassen JerfelYeming WenYi-an MaJasper SnoekKatherine HellerBalaji LakshminarayananDustin Tran
2020-05-14
PENNI: Pruned Kernel Sharing for Efficient CNN Inference
Shiyu LiEdward HansonHai LiYiran Chen
2020-05-14
Anomaly Detection And Classification In Time Series With Kervolutional Neural Networks
Oliver AmmannGabriel MichauOlga Fink
2020-05-14
Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks
Chunjie LuoJianfeng ZhanLei WangWanling Gao
2020-05-14
Binarizing MobileNet via Evolution-based Searching
Hai PhanZechun LiuDang HuynhMarios SavvidesKwang-Ting ChengZhiqiang Shen
2020-05-13
Detector-SegMentor Network for Skin Lesion Localization and Segmentation
Shreshth SainiDivij GuptaAnil Kumar Tiwari
2020-05-13
Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks
Ning ZhangJingen LiuKe WangDan ZengTao Mei
2020-05-13
Towards Better Graph Representation: Two-Branch Collaborative Graph Neural Networks for Multimodal Marketing Intention Detection
Lu ZhangJian ZhangZhibin LiJingsong Xu
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
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
InteractionNet: Modeling and Explaining of Noncovalent Protein-Ligand Interactions with Noncovalent Graph Neural Network and Layer-Wise Relevance Propagation
Hyeoncheol ChoEok Kyun LeeInsung S. Choi
2020-05-12
Apple Defect Detection Using Deep Learning Based Object Detection For Better Post Harvest Handling
Paolo Valdez
2020-05-12
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis
| Rafael ValleKevin ShihRyan PrengerBryan Catanzaro
2020-05-12
Normalized Convolutional Neural Network
| Dongsuk KimGeonhee LeeMyungjae LeeShin Uk KangDongmin Kim
2020-05-11
Fake Face Detection via Adaptive Residuals Extraction Network
Zhiqing GuoGaobo YangJiyou ChenXingming Sun
2020-05-11
Deep-Learning-based Automated Palm Tree Counting and Geolocation in Large Farms from Aerial Geotagged Images
Adel AmmarAnis Koubaa
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
GACELA -- A generative adversarial context encoder for long audio inpainting
| Andres MarafiotiPiotr MajdakNicki HolighausNathanaël Perraudin
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
Multi-band MelGAN: Faster Waveform Generation for High-Quality Text-to-Speech
| Geng YangShan YangKai LiuPeng FangWei ChenLei Xie
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
Learning Context-Based Non-local Entropy Modeling for Image Compression
Mu LiKai ZhangWangmeng ZuoRadu TimofteDavid Zhang
2020-05-10
Photo style transfer with consistency losses
Xu YaoGilles PuyPatrick Pérez
2020-05-09
Learning to Detect 3D Objects from Point Clouds in Real Time
Abhinav Sagar
2020-05-09
Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images
Mehmet YamacMete AhishaliAysen DegerliSerkan KiranyazMuhammad E. H. ChowdhuryMoncef Gabbouj
2020-05-08
RetinaMask: A Face Mask detector
Mingjie JiangXinqi FanHong Yan
2020-05-08
Introduction of a new Dataset and Method for Detecting and Counting the Pistachios based on Deep Learning
| Mohammad RahimzadehAbolfazl Attar
2020-05-08
Deep Learning Framework for Detecting Ground Deformation in the Built Environment using Satellite InSAR data
Nantheera AnantrasirichaiJuliet BiggsKrisztina KelevitzZahra SadeghiTim WrightJames Thomps