Tanh Activation

Tanh Activation is an activation function used for neural networks:

$$f\left(x\right) = \frac{e^{x} - e^{-x}}{e^{x} + e^{-x}}$$

Historically, the tanh function became preferred over the sigmoid function as it gave better performance for multi-layer neural networks. But it did not solve the vanishing gradient problem that sigmoids suffered, which was tackled more effectively with the introduction of ReLU activations.

Image Source: Junxi Feng

Latest Papers

PAPER DATE
Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning
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Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting
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2020-08-04
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data
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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
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2020-08-04
A Spectral Energy Distance for Parallel Speech Synthesis
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2020-08-03
Audiovisual Speech Synthesis using Tacotron2
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2020-08-03
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data
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Chaofan TaoQinhong JiangLixin DuanPing Luo
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Zhengyuan YangTianlang ChenLiwei WangJiebo Luo
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2020-08-02
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition
Haocong RaoShihao XuXiping HuJun ChengBin Hu
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Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks
Mihail BurdujaRadu Tudor IonescuNicolae Verga
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Future Vector Enhanced LSTM Language Model for LVCSR
Qi LiuYanmin QianKai Yu
2020-07-31
An Investigation on Deep Learning with Beta Stabilizer
Qi LiuTian TanKai Yu
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TweepFake: about Detecting Deepfake Tweets
Tiziano FagniFabrizio FalchiMargherita GambiniAntonio MartellaMaurizio Tesconi
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Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
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VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network
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2020-07-30
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining
TJ TsaiKevin Ji
2020-07-29
Improving Results on Russian Sentiment Datasets
| Anton GolubevNatalia Loukachevitch
2020-07-28
YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis
Li YuanJin WangXuejie Zhang
2020-07-28
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS
Pietro BoccadoroVitanio DanielePietro Di GennaroDomenico LofùPietro Tedeschi
2020-07-27
Active Learning for Video Description With Cluster-Regularized Ensemble Ranking
David M. ChanSudheendra VijayanarasimhanDavid A. RossJohn Canny
2020-07-27
Semi-Supervised Learning with Data Augmentation for End-to-End ASR
Felix WeningerFranco ManaRoberto GemelloJesús Andrés-FerrerPuming Zhan
2020-07-27
Regularized Flexible Activation Function Combinations for Deep Neural Networks
Renlong JieJunbin GaoAndrey VasnevMin-ngoc Tran
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
NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification
Ilya DimovVladislav KorzunIvan Smurov
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
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 Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News
Yang LiYi Pan
2020-07-23
Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory
Tsung-Ming TaiYun-Jie JhangZhen-Wei LiaoKai-Chung TengWen-Jyi Hwang
2020-07-22
Deep-VFX: Deep Action Recognition Driven VFX for Short Video
Ao LuoNing XieZhijia TaoFeng Jiang
2020-07-22
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling
Yuliang ZouPan JiQuoc-Huy TranJia-Bin HuangManmohan Chandraker
2020-07-21
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
Jianfeng YanZizhuang WeiHongwei YiMingyu DingRunze ZhangYisong ChenGuoping WangYu-Wing Tai
2020-07-21
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text
| Ayush KumarHarsh AgarwalKeshav BansalAshutosh Modi
2020-07-21
Unsupervised anomaly detection for discrete sequence healthcare data
Victoria SnorovikhinaAlexey Zaytsev
2020-07-20
Detection, Attribution and Localization of GAN Generated Images
Michael GoebelLakshmanan NatarajTejaswi NanjundaswamyTajuddin Manhar MohammedShivkumar ChandrasekaranB. S. Manjunath
2020-07-20
Translation Between Waves, wave2wave
Tsuyoshi OkitaHirotaka HachiyaSozo InoueNaonori Ueda
2020-07-20
Detecting the Insider Threat with Long Short Term Memory (LSTM) Neural Networks
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2020-07-20
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach
Yi LiuSahil GargJiangtian NieYang ZhangZehui XiongJiawen KangM. Shamim Hossain
2020-07-19
A Technical Report for VIPriors Image Classification Challenge
Zhipeng LuoGe LiZhiguang Zhang
2020-07-17
Using LSTM and SARIMA Models to Forecast Cluster CPU Usage
| Langston NasholdRayan Krishnan
2020-07-16
Towards Debiasing Sentence Representations
Paul Pu LiangIrene Mengze LiEmily ZhengYao Chong LimRuslan SalakhutdinovLouis-Philippe Morency
2020-07-16
Logic Constrained Pointer Networks for Interpretable Textual Similarity
| Subhadeep MajiRohan KumarManish BansalKalyani RoyPawan Goyal
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
Detecting Deepfake Videos: An Analysis of Three Techniques
Armaan PishoriBrittany RollinsNicolas van HoutenNisha ChatwaniOmar Uraimov
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Fashion-IQ 2020 Challenge 2nd Place Team's Solution
Minchul ShinYoonjae ChoSeongwuk Hong
2020-07-13
Term Revealing: Furthering Quantization at Run Time on Quantized DNNs
H. T. KungBradley McDanelSai Qian Zhang
2020-07-13
Transformer with Depth-Wise LSTM
Hongfei XuQiuhui LiuDeyi XiongJosef van Genabith
2020-07-13
Comparative Analysis of Polynomial and Rational Approximations of Hyperbolic Tangent Function for VLSI Implementation
Mahesh Chandra
2020-07-13
Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments]
| Jinfeng LiYuliang LiXiaolan WangWang-Chiew Tan
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
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification
Chuanshuai ChenJiazhu Dai
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Long Short-Term Memory Spiking Networks and Their Applications
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Exploring Heterogeneous Information Networks via Pre-Training
Yang FangXiang ZhaoWeidong Xiao
2020-07-07
Meta-active Learning in Probabilistically-Safe Optimization
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Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism
Tao YangZhixiong NanHe ZhangShitao ChenNanning Zheng
2020-07-06
Complex Human Action Recognition in Live Videos Using Hybrid FR-DL Method
Fatemeh SerpushMahdi Rezaei
2020-07-06
HoughNet: Integrating near and long-range evidence for bottom-up object detection
| Nermin SametSamet HicsonmezEmre Akbas
2020-07-05
Graph2Kernel Grid-LSTM: A Multi-Cued Model for Pedestrian Trajectory Prediction by Learning Adaptive Neighborhoods
Sirin HaddadSiew Kei Lam
2020-07-03
Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey
Shivaji AlaparthiManit Mishra
2020-07-02
Understanding Road Layout from Videos as a Whole
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Bayesian multilingual topic model for zero-shot cross-lingual topic identification
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A Joint Model for Document Segmentation and Segment Labeling
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Overestimation of Syntactic Representation in Neural Language Models
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To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks
Sinong WangMadian KhabsaHao Ma
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Probing for Referential Information in Language Models
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Multi-Cell Compositional LSTM for NER Domain Adaptation
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Deep Learning-based Online Alternative Product Recommendations at Scale
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Detecting Sarcasm in Conversation Context Using Transformer-Based Models
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Metaphor Detection Using Contextual Word Embeddings From Transformers
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Testing the role of metadata in metaphor identification
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Sarcasm Detection Using an Ensemble Approach
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A Transformer Approach to Contextual Sarcasm Detection in Twitter
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Statistical Deep Parsing for Spanish Using Neural Networks
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Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT
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A Metric Learning Approach to Misogyny Categorization
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Supertagging with CCG primitives
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The IMS--CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
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Token Level Identification of Multiword Expressions Using Contextual Information
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A Study on the Influence of Architecture Complexity of RNNs for Intent Classification in E-Commerce Chats in Bahasa Indonesia
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Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy
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Simple and Effective Retrieve-Edit-Rerank Text Generation
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Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge
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Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction
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Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings
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Towards Debiasing Sentence Representations
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Building a Japanese Typo Dataset from Wikipedia's Revision History
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Integrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized Era
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Data Augmentation for Transformer-based G2P
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Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
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Integrating Multimodal Information in Large Pretrained Transformers
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ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction
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Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
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Construction of confidence interval for a univariate stock price signal predicted through Long Short Term Memory Network
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Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition
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Intention-aware Residual Bidirectional LSTM for Long-term Pedestrian Trajectory Prediction
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Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems
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Interpreting Hierarchical Linguistic Interactions in DNNs
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Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal
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Anomaly Detection using Deep Reconstruction and Forecasting for Autonomous Systems
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DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors
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Vision-Based Fall Event Detection in Complex Background Using Attention Guided Bi-directional LSTM
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Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images
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LSTM Networks for Music Generation
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Cross-lingual Retrieval for Iterative Self-Supervised Training
Chau TranYuqing TangXian LiJiatao Gu
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Differentially-private Federated Neural Architecture Search
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Adversarial representation learning for private speech generation
| David EricssonAdam ÖstbergEdvin Listo ZecJohn MartinssonOlof Mogren
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SD-RSIC: Summarization Driven Deep Remote Sensing Image Captioning
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Learn to cycle: Time-consistent feature discovery for action recognition
| Alexandros StergiouRonald Poppe
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To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks
Sinong WangMadian KhabsaHao Ma
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Neural Ensemble Search for Performant and Calibrated Predictions
| Sheheryar ZaidiArber ZelaThomas ElskenChris HolmesFrank HutterYee Whye Teh
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Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement
Do-Guk KimHeung-Chang Lee
2020-06-15
PlumeNet: Large-Scale Air Quality Forecasting Using A Convolutional LSTM Network
Antoine AlléonGrégoire JauvionBoris QuennehenDavid Lissmyr
2020-06-14
Equivalence in Deep Neural Networks via Conjugate Matrix Ensembles
Mehmet Süzen
2020-06-14
Alternating ConvLSTM: Learning Force Propagation with Alternate State Updates
Congyue DengTai-Jiang MuShi-Min Hu
2020-06-14
Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation
Tao HeLianli GaoJingkuan SongJianfei CaiYuan-Fang Li
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Temporal Fusion Network for Temporal Action Localization:Submission to ActivityNet Challenge 2020 (Task E)
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Neural Architecture Search using Bayesian Optimisation with Weisfeiler-Lehman Kernel
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CBR-Net: Cascade Boundary Refinement Network for Action Detection: Submission to ActivityNet Challenge 2020 (Task 1)
Xiang WangBaiteng MaZhiwu QingYongpeng SangChangxin GaoShiwei ZhangNong Sang
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SE-MelGAN -- Speaker Agnostic Rapid Speech Enhancement
Luka ChkhetianiLevan Bejanidze
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Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks
Adrian Sanchez-CaballeroDavid Fuentes-JimenezCristina Losada-Gutiérrez
2020-06-13
Learning Effective Representations for Person-Job Fit by Feature Fusion
Junshu JiangSongyun YeWei WangJingran XuXiaosheng Luo
2020-06-12
MomentumRNN: Integrating Momentum into Recurrent Neural Networks
| Tan M. NguyenRichard G. BaraniukAndrea L. BertozziStanley J. OsherBao Wang
2020-06-12
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?
Shen YanYu ZhengWei AoXiao ZengMi Zhang
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Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners
Rob GeadaDennis PrangleAndrew Stephen McGough
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Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks
Zoraze AliMarco MiozzoLorenza GiupponiPaolo DiniStojan DenicStavroula Vassaki
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Attention improves concentration when learning node embeddings
Matthew DippelAdam KiezunTanay MehtaRavi SundaramSrikanth ThirumalaiAkshar Varma
2020-06-11
Learning to Learn Kernels with Variational Random Features
Xiantong ZhenHaoliang SunYingjun DuJun XuYilong YinLing ShaoCees Snoek
2020-06-11
Hypernetwork-Based Augmentation
Chih-Yang ChenChe-Han ChangEdward Y. Chang
2020-06-11
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages
Pedro Javier Ortiz SuárezLaurent RomaryBenoît Sagot
2020-06-11
Dance Revolution: Long Sequence Dance Generation with Music via Curriculum Learning
| Ruozi HuangHuang HuWei WuKei SawadaMi Zhang
2020-06-11
Rethinking Pre-training and Self-training
| Barret ZophGolnaz GhiasiTsung-Yi LinYin CuiHanxiao LiuEkin D. CubukQuoc V. Le
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Few-shot Neural Architecture Search
Yiyang ZhaoLinnan WangYuandong TianRodrigo FonsecaTian Guo
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Extrapolation for Large-batch Training in Deep Learning
Tao LinLingjing KongSebastian U. StichMartin Jaggi
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Unique Faces Recognition in Videos
Jiahao HuoTerence L van Zyl
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Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps
| Xianfeng TangYozen LiuNeil ShahXiaolin ShiPrasenjit MitraSuhang Wang
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Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting
Xiangyi MengTong Yang
2020-06-10
AMER: Automatic Behavior Modeling and Interaction Exploration in Recommender System
Pengyu ZhaoKecheng XiaoYuanxing ZhangKaigui BianWei Yan
2020-06-10
Tensor train decompositions on recurrent networks
Alejandro MuruaRamchalam RamakrishnanXinlin LiRui Heng YangVahid Partovi Nia
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Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks
Rohan ThavarajahXiang ZhaiZheren MaDavid Castineira
2020-06-09
Physically constrained short-term vehicle trajectory forecasting with naive semantic maps
Albert DulianJohn C. Murray
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An Augmented Translation Technique for low Resource language pair: Sanskrit to Hindi translation
Rashi KumarPiyush JhaVineet Sahula
2020-06-09
Can Synthetic Data Improve Object Detection Results for Remote Sensing Images?
Weixing LiuJun LiuBin Luo
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Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences
Huaying HaoHuazhu FuYanwu XuJianlong YangFei LiXiulan ZhangJiang LiuYitian Zhao
2020-06-09
Multi-fidelity Generative Deep Learning Turbulent Flows
Nicholas GenevaNicholas Zabaras
2020-06-08
Deep Stock Predictions
Akash DoshiAlexander IssaPuneet SachdevaSina RafatiSomnath Rakshit
2020-06-08
Validating psychometric survey responses
Alberto MastrottoAnderson NelsonDev SharmaErgeta MucaKristina LiapchinLuis LosadaMayur BansalRoman S. Samarev
2020-06-08
Copy that! Editing Sequences by Copying Spans
Sheena PanthaplackelMiltiadis AllamanisMarc Brockschmidt
2020-06-08
Neural Architecture Search without Training
| Joseph MellorJack TurnerAmos StorkeyElliot J. Crowley
2020-06-08
Revisiting the Train Loss: an Efficient Performance Estimator for Neural Architecture Search
Binxin RuClare LyleLisa SchutMark van der WilkYarin Gal
2020-06-08
Fusion Recurrent Neural Network
Yiwen SunYulu WangKun FuZheng WangChangshui ZhangJieping Ye
2020-06-07
Efficient Architecture Search for Continual Learning
Qiang GaoZhipeng LuoDiego Klabjan
2020-06-07
Do RNN and LSTM have Long Memory?
| Jingyu ZhaoFeiqing HuangJia LvYanjie DuanZhen QinGuodong LiGuangjian Tian
2020-06-06
Conditional Neural Architecture Search
Sheng-Chun KaoArun RamamurthyReed WilliamsTushar Krishna
2020-06-06
A Robust Attentional Framework for License Plate Recognition in the Wild
Linjiang ZhangPeng WangHui LiZhen LiChunhua ShenYanning Zhang
2020-06-06
Time Series Analysis and Forecasting of COVID-19 Cases Using LSTM and ARIMA Models
Arko Barman
2020-06-05
Learning to Rank Learning Curves
Martin WistubaTejaswini Pedapati
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
Transfer Learning for British Sign Language Modelling
Boris MocialovGraham TurnerHelen Hastie
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
A multimodal approach for multi-label movie genre classification
Rafael B. MangolinRodolfo M. PereiraAlceu S. Britto Jr.Carlos N. Silla Jr.Valéria D. FeltrimDiego BertoliniYandre M. G. Costa
2020-06-01
Understanding Road Layout From Videos as a Whole
Buyu Liu Bingbing Zhuang Samuel Schulter Pan Ji Manmohan Chandraker
2020-06-01
An Efficient PointLSTM for Point Clouds Based Gesture Recognition
| Yuecong Min Yanxiao Zhang Xiujuan Chai Xilin Chen
2020-06-01
Density-Aware Feature Embedding for Face Clustering
Senhui Guo Jing Xu Dapeng Chen Chao Zhang Xiaogang Wang Rui Zhao
2020-06-01
A Spatial RNN Codec for End-to-End Image Compression
Chaoyi Lin Jiabao Yao Fangdong Chen Li Wang
2020-06-01
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning
Peiye Liu Bo Wu Huadong Ma Mingoo Seok
2020-06-01
All in One Bad Weather Removal Using Architectural Search
Ruoteng Li Robby T. Tan Loong-Fah Cheong
2020-06-01
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization
Miao Zhang Huiqi Li Shirui Pan Xiaojun Chang Steven Su
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
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS
Gabriel Bender Hanxiao Liu Bo Chen Grace Chu Shuyang Cheng Pieter-Jan Kindermans Quoc V. Le
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
A Comparative Study of Lexical Substitution Approaches based on Neural Language Models
Nikolay ArefyevBoris SheludkoAlexander PodolskiyAlexander Panchenko
2020-05-29
On Incorporating Structural Information to improve Dialogue Response Generation
| Nikita MoghePriyesh VijayanBalaraman RavindranMitesh M. Khapra
2020-05-28
AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking
Tianyang XuZhen-Hua FengXiao-Jun WuJosef Kittler
2020-05-27
Evolutionary NAS with Gene Expression Programming of Cellular Encoding
| Clifford Broni-BediakoYuki MurataLuiz Henrique MormilleMasayasu Atsumi
2020-05-27
An ENAS Based Approach for Constructing Deep Learning Models for Breast Cancer Recognition from Ultrasound Images
Mohammed AhmedHongbo DuAlaa AlZoubi
2020-05-27
Comparison of Recurrent Neural Network Architectures for Wildfire Spread Modelling
Rylan PerumalTerence L van Zyl
2020-05-26
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems
Behnam HedayatniaKarthik GopalakrishnanSeokhwan KimYang LiuMihail EricDilek Hakkani-Tur
2020-05-26
BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection
| Jihyung MoonWon Ik ChoJunbum Lee
2020-05-26
Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks
Oguzhan KaraahmetogluFatih IlhanIsmail BalabanSuleyman Serdar Kozat
2020-05-25
The IMS-CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
Manuel MagerKatharina Kann
2020-05-25
Deep Learning Models for Automatic Summarization
Pirmin Lemberger
2020-05-25
AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization
Dongjun WeiYaxin LiuFuqing ZhuLiangjun ZangWei ZhouYijun LuSonglin Hu
2020-05-25
Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values
Zhiyong CuiRuimin KeZiyuan PuYinhai Wang
2020-05-24
Forecasting the Spread of Covid-19 Under Control Scenarios Using LSTM and Dynamic Behavioral Models
Seid Miad ZandaviTaha Hossein RashidiFatemeh Vafaee
2020-05-24
Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model
Satoru KatsumataMamoru Komachi
2020-05-24
MASK: A flexible framework to facilitate de-identification of clinical texts
Nikola MilosevicGangamma KalappaHesam DadafarinMahmoud AzimaeeGoran Nenadic
2020-05-24
A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scans
Nhan T. NguyenDat Q. TranNghia T. NguyenHa Q. Nguyen
2020-05-22
A Tree Architecture of LSTM Networks for Sequential Regression with Missing Data
S. Onur SahinSuleyman S. Kozat
2020-05-22
Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning
Hanchu ZhangLeonhard HennigChristoph AltChangjian HuYao MengChao Wang
2020-05-22
Investigating Label Bias in Beam Search for Open-ended Text Generation
Liang WangJinlong LiuJingming Liu
2020-05-22
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Patrick LewisEthan PerezAleksandara PiktusFabio PetroniVladimir KarpukhinNaman GoyalHeinrich KüttlerMike LewisWen-tau YihTim RocktäschelSebastian RiedelDouwe Kiela
2020-05-22
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
Powering One-shot Topological NAS with Stabilized Share-parameter Proxy
Ronghao GuoChen LinChuming LiKeyu TianMing SunLu ShengJunjie Yan
2020-05-21
Fluent Response Generation for Conversational Question Answering
| Ashutosh BahetiAlan RitterKevin Small
2020-05-21
An LSTM approach to Forecast Migration using Google Trends
| Nicolas GolenvauxPablo Gonzalez AlvarezHarold Silvère KiossouPierre Schaus
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
Map Generation from Large Scale Incomplete and Inaccurate Data Labels
Rui ZhangConrad AlbrechtWei ZhangXiaodong CuiUlrich FinklerDavid KungSiyuan Lu
2020-05-20
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
Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting
Hong-Bin LiuIckjai Lee
2020-05-19
Medical Image Generation using Generative Adversarial Networks
Nripendra Kumar SinghKhalid Raza
2020-05-19
Quaternion Neural Networks for Multi-channel Distant Speech Recognition
Xinchi QiuTitouan ParcolletMirco RavanelliNicholas LaneMohamed Morchid
2020-05-18
P-SIF: Document Embeddings Using Partition Averaging
| Vivek GuptaAnkit SawPegah NokhizPraneeth NetrapalliPiyush RaiPartha Talukdar
2020-05-18
Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation
Taiyu ZhuKezhi LiPau HerreroPantelis Georgiou
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
Separation of Memory and Processing in Dual Recurrent Neural Networks
Christian OlivaLuis F. Lago-Fernández
2020-05-17
Automatic Dialogic Instruction Detection for K-12 Online One-on-one Classes
Shiting XuWenbiao DingZitao Liu
2020-05-16
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression
Nils L. WesthausenBernd T. Meyer
2020-05-15
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model
Da-Rong LiuChunxi LiuFrank ZhangGabriel SynnaeveYatharth SarafGeoffrey Zweig
2020-05-15
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach
| Jeovane Honorio AlvesLucas Ferrari de Oliveira
2020-05-15
HNAS: Hierarchical Neural Architecture Search on Mobile Devices
Xin XiaWenrui Ding
2020-05-15
NIT-Agartala-NLP-Team at SemEval-2020 Task 8: Building Multimodal Classifiers to tackle Internet Humor
Steve Durairaj SwamyShubham LaddhaBasil AbdussalamDebayan DattaAnupam Jamatia
2020-05-14
An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition
Gizem ArasDidem MakarogluSeniz DemirAltan Cakir
2020-05-14
Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging
Feifan Wang
2020-05-13
Fostering Event Compression using Gated Surprise
Dania HumaidanSebastian OtteMartin V. Butz
2020-05-12
On the Robustness of Language Encoders against Grammatical Errors
Fan YinQuanyu LongTao MengKai-Wei Chang
2020-05-12
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
Online Monaural Speech Enhancement Using Delayed Subband LSTM
| Xiaofei LiRadu Horaud
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
COVID-19 growth prediction using multivariate long short term memory
| Novanto Yudistira
2020-05-10
Distributed Fine-Grained Traffic Speed Prediction for Large-Scale Transportation Networks based on Automatic LSTM Customization and Sharing
Ming-Chang LeeJia-Chun LinErnst Gunnar Gran
2020-05-10
AutoCLINT: The Winning Method in AutoCV Challenge 2019
| Woonhyuk BaekIldoo KimSungwoong KimSungbin Lim
2020-05-09
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition
Miao YinSiyu LiaoXiao-Yang LiuXiaodong WangBo Yuan
2020-05-09
LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation
Gustavo AguilarSudipta KarThamar Solorio
2020-05-09
Context-Sensitive Generation Network for Handing Unknown Slot Values in Dialogue State Tracking
Puhai YangHeyan HuangXian-Ling Mao
2020-05-08
Sentiment Analysis Using Simplified Long Short-term Memory Recurrent Neural Networks
Karthik GopalakrishnanFathi M. Salem
2020-05-08
An Effective Dynamic Spatio-temporal Framework with Multi-Source Information for Traffic Prediction
Jichen WangWeiguo ZhuYongqi SunChunzi Tian
2020-05-08
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions
Yuhong LiCong HaoXiaofan ZhangXinheng LiuYao ChenJinjun XiongWen-mei HwuDeming Chen
2020-05-06
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation
Mor Avi-AharonAssaf ArbelleTammy Riklin Raviv
2020-05-06
Neural CRF Model for Sentence Alignment in Text Simplification
Chao JiangMounica MaddelaWuwei LanYang ZhongWei Xu
2020-05-05
Long short-term memory networks and laglasso for bond yield forecasting: Peeping inside the black box
Manuel NunesEnrico GerdingFrank McGroartyMahesan Niranjan
2020-05-05
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer
Chulun ZhouLiangyu ChenJiachen LiuXinyan XiaoJinsong SuSheng GuoHua Wu
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
Spatio-Temporal Event Segmentation and Localization for Wildlife Extended Videos
Ramy MounirRoman GulaJörn TheuerkaufSudeep Sarkar
2020-05-05
Distributional Discrepancy: A Metric for Unconditional Text Generation
| Ping CaiXingyuan ChenPeng JinHongjun WangTianrui Li
2020-05-04
Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words
Josef KlafkaAllyson Ettinger
2020-05-04
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video
| Antonino FurnariGiovanni Maria Farinella
2020-05-04
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models
Kaiji LuPiotr MardzielKlas LeinoMatt FedriksonAnupam Datta
2020-05-03
Transformer-based End-to-End Question Generation
| Luis Enrico LopezDiane Kathryn CruzJan Christian Blaise CruzCharibeth Cheng
2020-05-03
On the Generalization Effects of Linear Transformations in Data Augmentation
| Sen WuHongyang R. ZhangGregory ValiantChristopher Ré
2020-05-02
Bipartite Flat-Graph Network for Nested Named Entity Recognition
| Ying LuoHai Zhao
2020-05-01
Multi-head Monotonic Chunkwise Attention For Online Speech Recognition
Baiji LiuSongjun CaoSining SunWeibin ZhangLong Ma
2020-05-01
Cross-Linguistic Syntactic Evaluation of Word Prediction Models
| Aaron MuellerGarrett NicolaiPanayiota Petrou-ZeniouNatalia TalminaTal Linzen
2020-05-01
Recurrent neural networks and Koopman-based frameworks for temporal predictions in turbulence
Hamidreza EivaziLuca GuastoniPhilipp SchlatterHossein AzizpourRicardo Vinuesa
2020-05-01
UNIOR NLP at MWSA Task - GlobaLex 2020: Siamese LSTM with Attention for Word Sense Alignment
Raffaele MannaGiulia SperanzaMaria Pia di BuonoJohanna Monti
2020-05-01
[email protected]: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection
Anna KoufakouValerio BasileViviana Patti
2020-05-01
AI\_ML\_NIT\_Patna @ TRAC - 2: Deep Learning Approach for Multi-lingual Aggression Identification
Kirti KumariJyoti Prakash Singh
2020-05-01
Affection Driven Neural Networks for Sentiment Analysis
Rong XiangYunfei LongMingyu WanJinghang GuQin LuChu-Ren Huang
2020-05-01
Augmenting Small Data to Classify Contextualized Dialogue Acts for Exploratory Visualization
Abhinav KumarBarbara Di EugenioJillian AurisanoAndrew Johnson
2020-05-01
Which Model Should We Use for a Real-World Conversational Dialogue System? a Cross-Language Relevance Model or a Deep Neural Net?
Seyed Hossein AlaviAnton LeuskiDavid Traum
2020-05-01
Class-based LSTM Russian Language Model with Linguistic Information
Irina KipyatkovaAlexey Karpov
2020-05-01
Automatic Transcription Challenges for Inuktitut, a Low-Resource Polysynthetic Language
Vishwa GuptaGilles Boulianne
2020-05-01
Evaluating Sentence Segmentation in Different Datasets of Neuropsychological Language Tests in Brazilian Portuguese
Edresson CasanovaMarcos TrevisoLilian H{\"u}bnerS Alu{\'\i}siora
2020-05-01
Irony Detection in Persian Language: A Transfer Learning Approach Using Emoji Prediction
Preni GolazizianBehnam SabetiSeyed Arad Ashrafi AsliZahra MajdabadiOmid Momenzadehreza fahmi
2020-05-01
Czech Historical Named Entity Corpus v 1.0
Helena Hubkov{\'a}Pavel KralEva Pettersson
2020-05-01
Multi-lingual Mathematical Word Problem Generation using Long Short Term Memory Networks with Enhanced Input Features
Vijini LiyanageSurangika Ranathunga
2020-05-01
Parsing as Tagging
Robert VacareanuGeorge Caique Gouveia BarbosaMarco A. Valenzuela-Esc{\'a}rcegaMihai Surdeanu
2020-05-01
Integrating Disfluency-based and Prosodic Features with Acoustics in Automatic Fluency Evaluation of Spontaneous Speech
Huaijin DengYouchao LinTakehito UtsuroAkio KobayashiHiromitsu NishizakiJunichi Hoshino
2020-05-01
Analyzing ELMo and DistilBERT on Socio-political News Classification
Berfu B{\"u}y{\"u}k{\"o}zAli H{\"u}rriyeto{\u{g}}luArzucan {\"O}zg{\"u}r
2020-05-01
French Contextualized Word-Embeddings with a sip of CaBeRnet: a New French Balanced Reference Corpus
Murielle Popa-FabrePedro Javier Ortiz Su{\'a}rezBeno{\^\i}t Sagot{\'E}ric de la Clergerie
2020-05-01
A Gradient Boosting-Seq2Seq System for Latin POS Tagging and Lemmatization
Celano Giuseppe
2020-05-01
From Arabic Sentiment Analysis to Sarcasm Detection: The ArSarcasm Dataset
Ibrahim Abu FarhaWalid Magdy
2020-05-01
``A Passage to India'': Pre-trained Word Embeddings for Indian Languages
Saurav KumarSaunack KumarDiptesh KanojiaPushpak Bhattacharyya
2020-05-01
MTSI-BERT: A Session-aware Knowledge-based Conversational Agent
| Matteo Antonio SeneseGiuseppe RizzoMauro DragoniMaurizio Morisio
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
Facilitating Corpus Usage: Making Icelandic Corpora More Accessible for Researchers and Language Users
Stein{\th}{\'o}r Steingr{\'\i}mssonStarka{\dh}ur BarkarsonGunnar Thor {\"O}rn{\'o}lfsson
2020-05-01
Hedwig: A Named Entity Linker
Marcus KlangPierre Nugues
2020-05-01
High Quality ELMo Embeddings for Seven Less-Resourced Languages
Matej Ul{\v{c}}arMarko Robnik-{\v{S}}ikonja
2020-05-01
Is Language Modeling Enough? Evaluating Effective Embedding Combinations
Rudolf SchneiderTom OberhauserPaul GrundmannFelix Alex GerserAlex LoesererSteffen Staab
2020-05-01
Dependency Parsing for Urdu: Resources, Conversions and Learning
Toqeer EhsanMiriam Butt
2020-05-01
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations
Hugo Gon{\c{c}}alo OliveiraJo{\~a}o FerreiraJos{\'e} SantosPedro FialhoRicardo RodriguesLuisa CoheurAna Alves
2020-05-01
Improving Neural Metaphor Detection with Visual Datasets
Gitit KehatJames Pustejovsky
2020-05-01
One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words
Prafulla Kumar ChoubeyRuihong Huang
2020-05-01
Text Categorization for Conflict Event Annotation
Fredrik OlssonMagnus SahlgrenFehmi ben AbdesslemAriel EkgrenKristine Eck
2020-05-01
Offensive language detection in Arabic using ULMFiT
Mohamed AbdellatifAhmed Elgammal
2020-05-01
Evaluation Metrics for Headline Generation Using Deep Pre-Trained Embeddings
Abdul MoeedYang AnGerhard HagererGeorg Groh
2020-05-01
KLEJ: Comprehensive Benchmark for Polish Language Understanding
| Piotr RybakRobert MroczkowskiJanusz TraczIreneusz Gawlik
2020-05-01
SciREX: A Challenge Dataset for Document-Level Information Extraction
| Sarthak JainMadeleine van ZuylenHannaneh HajishirziIz Beltagy
2020-05-01
Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection
Momchil HardalovIvan KoychevPreslav Nakov
2020-04-30
The role of context in neural pitch accent detection in English
Elizabeth NielsenMark SteedmanSharon Goldwater
2020-04-30
Feedback U-net for Cell Image Segmentation
Eisuke ShibuyaKazuhiro Hotta
2020-04-30
Interpretable Entity Representations through Large-Scale Typing
Yasumasa OnoeGreg Durrett
2020-04-30
Attribution Analysis of Grammatical Dependencies in LSTMs
Yiding Hao
2020-04-30
Context based Text-generation using LSTM networks
Sivasurya Santhanam
2020-04-30
Towards Transparent and Explainable Attention Models
| Akash Kumar MohankumarPreksha NemaSharan NarasimhanMitesh M. KhapraBalaji Vasan SrinivasanBalaraman Ravindran
2020-04-29
Do Neural Language Models Show Preferences for Syntactic Formalisms?
Artur KulmizevVinit RavishankarMostafa AbdouJoakim Nivre
2020-04-29
Asking without Telling: Exploring Latent Ontologies in Contextual Representations
Julian MichaelJan A. BothaIan Tenney
2020-04-29
Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images
Matthew PurriKristin Dana
2020-04-29
Mining Message Flows using Recurrent Neural Networks for System-on-Chip Designs
Yuting CaoParijat MukherjeeMahesh KetkarJin YangHao Zheng
2020-04-29
Angle-based Search Space Shrinking for Neural Architecture Search
| Yiming HuYuding LiangZichao GuoRuosi WanXiangyu ZhangYichen WeiQingyi GuJian Sun
2020-04-28
SCELMo: Source Code Embeddings from Language Models
Rafael - Michael KarampatsisCharles Sutton
2020-04-28
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis
Hu XuBing LiuLei ShuPhilip S. Yu
2020-04-28
Word Interdependence Exposes How LSTMs Compose Representations
Naomi SaphraAdam Lopez
2020-04-27
Learning Molecular Dynamics with Simple Language Model built upon Long Short-Term Memory Neural Network
Sun-Ting TsaiEn-Jui KuoPratyush Tiwary
2020-04-26
Semi-Supervised Neural System for Tagging, Parsing and Lematization
| Piotr RybakAlina Wróblewska
2020-04-26
AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching
Zitong YuXiaobai LiXuesong NiuJingang ShiGuoying Zhao
2020-04-26
Deep Multimodal Neural Architecture Search
Zhou YuYuhao CuiJun YuMeng WangDacheng TaoQi Tian
2020-04-25
Offline Signature Verification on Real-World Documents
| Deniz EnginAlperen KantarcıSeçil ArslanHazım Kemal Ekenel
2020-04-25
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach
Hamed JelodarYongli WangRita OrjiHucheng Huang
2020-04-24
Learning the grammar of prescription: recurrent neural network grammars for medication information extraction in clinical texts
Ivan LernerJordan JouffroyAnita BurgunAntoine Neuraz
2020-04-24
Supervised Contrastive Learning
| Prannay KhoslaPiotr TeterwakChen WangAaron SarnaYonglong TianPhillip IsolaAaron MaschinotCe LiuDilip Krishnan
2020-04-23
Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition
Parisa Fard MoshiriHojjat NavidanReza ShahbazianSeyed Ali GhorashiDavid Windridge
2020-04-23
Depth-Wise Neural Architecture Search
| Artur JordaoFernando AkioMaiko LieWilliam Robson Schwartz
2020-04-23
ByteSing: A Chinese Singing Voice Synthesis System Using Duration Allocated Encoder-Decoder Acoustic Models and WaveRNN Vocoders
Yu GuXiang YinYonghui RaoYuan WanBenlai TangYang ZhangJitong ChenYuxuan WangZejun Ma
2020-04-23
YOLOv4: Optimal Speed and Accuracy of Object Detection
| Alexey BochkovskiyChien-Yao WangHong-Yuan Mark Liao
2020-04-23
Learning to Classify Intents and Slot Labels Given a Handful of Examples
Jason KroneYi ZhangMona Diab
2020-04-22
Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting
Paweł{ }PełkaGrzegorz Dudek
2020-04-22
A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification
Claire VoreiterJean-Christophe BurnelPierre LassalleMarc SpigaiRomain HuguesNicolas Courty
2020-04-22
Forecasting directional movements of stock prices for intraday trading using LSTM and random forests
| Pushpendu GhoshAriel NeufeldJajati Keshari Sahoo
2020-04-21
ParkPredict: Motion and Intent Prediction of Vehicles in Parking Lots
Xu ShenIvo BatkovicVijay GovindarajanPaolo FalconeTrevor DarrellFrancesco Borrelli
2020-04-21
Music Generation with Temporal Structure Augmentation
Shakeel Raja
2020-04-21
Referring Image Segmentation by Generative Adversarial Learning
Shuang QiuYao ZhaoJianbo JiaoYunchao WeiShikui Wei
2020-04-20
ResNeSt: Split-Attention Networks
| Hang ZhangChongruo WuZhongyue ZhangYi ZhuZhi ZhangHaibin LinYue SunTong HeJonas MuellerR. ManmathaMu LiAlexander Smola
2020-04-19
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification
Seyed Ahmad MirsalariSima SinaeiMostafa E. SalehiMasoud Daneshtalab
2020-04-19
When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks
Zhiyu ZhuZhen-Peng BianJunhui HouYi WangLap-Pui Chau
2020-04-19
Multi-level Binarized LSTM in EEG Classification for Wearable Devices
Najmeh NazariSeyed Ahmad MirsalariSima SinaeiMostafa E. SalehiMasoud Daneshtalab
2020-04-19
FedNAS: Federated Deep Learning via Neural Architecture Search
| Chaoyang HeMurali AnnavaramSalman Avestimehr
2020-04-18
A Formal Hierarchy of RNN Architectures
William MerrillGail WeissYoav GoldbergRoy SchwartzNoah A. SmithEran Yahav
2020-04-18
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search
Dazhou GuoDakai JinZhuotun ZhuTsung-Ying HoAdam P. HarrisonChun-Hung ChaoJing XiaoAlan YuilleChien-Yu LinLe Lu
2020-04-17
Geometry-Aware Gradient Algorithms for Neural Architecture Search
Liam LiMikhail KhodakMaria-Florina BalcanAmeet Talwalkar
2020-04-16
Investigating Efficient Learning and Compositionality in Generative LSTM Networks
Sarah FabiSebastian OtteJonas Gregor WieseMartin V. Butz
2020-04-16
Kvistur 2.0: a BiLSTM Compound Splitter for Icelandic
Jón Friðrik DaðasonDavid Erik MollbergHrafn LoftssonKristín Bjarnadóttir
2020-04-16
Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning
Lama AlfaseehRan TuBilal FarooqMarianne Hatzopoulou
2020-04-16
Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach
Manyou MaVincent W. S. Wong
2020-04-15
Mosaic Super-resolution via Sequential Feature Pyramid Networks
Mehrdad ShoeibyMohammad Ali ArminSadegh AliakbarianSaeed AnwarLars Petersson
2020-04-15
Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models
Siqi Liu
2020-04-15
Code Completion using Neural Attention and Byte Pair Encoding
Youri ArkesteijnNikhil SaldanhaBastijn Kostense
2020-04-14
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images
| Hassan AbdallahAsiri LiyanaarachchiMaranda SaighSamantha SilversSuzan ArslanturkDouglas J. TaatjesLars LarssonBhanu P. JenaDomenico L. Gatti
2020-04-14
A Divide-and-Conquer Approach to the Summarization of Long Documents
Alexios GidiotisGrigorios Tsoumakas
2020-04-13
Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification
Sricharan VijayaranganBalamurali MurugesanVignesh RPreejith SPJayaraj JosephMohansankar Sivaprakasam
2020-04-11
Bit-Parallel Vector Composability for Neural Acceleration
Soroush GhodratiHardik SharmaCliff YoungNam Sung KimHadi Esmaeilzadeh
2020-04-11
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus
| Javad PourMostafa Roshan SharamiParsa Abbasi SarabestaniSeyed Abolghasem Mirroshandel
2020-04-11
Improving Disfluency Detection by Self-Training a Self-Attentive Model
| Paria Jamshid LouMark Johnson
2020-04-11
On Error Correction Neural Networks for Economic Forecasting
Mhlasakululeka MvubuEmmanuel KabugaChristian PlitzBubacarr BahRonnie BeckerHans Georg Zimmermann
2020-04-11
Overestimation of Syntactic Representationin Neural Language Models
Jordan KodnerNitish Gupta
2020-04-10
ModuleNet: Knowledge-inherited Neural Architecture Search
Yaran ChenRuiyuan GaoFenggang LiuDongbin Zhao
2020-04-10
Neural Networks Model for Travel Time Prediction Based on ODTravel Time Matrix
Ayobami E. AdewaleAmnir Hadachi
2020-04-08
DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement
Tianda LiJia-Chen GuXiaodan ZhuQuan LiuZhen-Hua LingZhiming SuSi Wei
2020-04-08
Dependency-Based Neural Representations for Classifying Lines of Programs
Shashank SrikantNicolas LesimpleUna-May O'Reilly
2020-04-08
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement
Robert RehrTimo Gerkmann
2020-04-07
Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs
Giorgio GiannoneAsha AnooshehAlessio QuaglinoPierluca D'OroMarco GallieriJonathan Masci
2020-04-07
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation
Bowen WuHuan ZhangMengyuan LiZongsheng WangQihang FengJunhong HuangBaoxun Wang
2020-04-07
A Neural Architecture Search based Framework for Liquid State Machine Design
Shuo TianLianhua QuKai HuNan LiLei WangWeixia Xu
2020-04-07
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem
Shucheng LiLingfei WuShiwei FengFangli XuFengyuan XuSheng Zhong
2020-04-07
Super-resolution of clinical CT volumes with modified CycleGAN using micro CT volumes
Tong ZHENGHirohisa ODATakayasu MORIYATakaaki SUGINOShota NAKAMURAMasahiro ODAMasaki MORIHirotsugu TAKABATAKEHiroshi NATORIKensaku MORI
2020-04-07
Iconify: Converting Photographs into Icons
Takuro KaramatsuGibran Benitez-GarciaKeiji YanaiSeiichi Uchida
2020-04-07
LaNet: Real-time Lane Identification by Learning Road SurfaceCharacteristics from Accelerometer Data
Madhumitha HarishankarJun HanSai Vineeth Kalluru SrinivasFaisal AlqarniShi SuShijia PanHae Young NohPei ZhangMarco GruteserPatrick Tague
2020-04-06
Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification
Jingpeng ZhaoYinglong Ma
2020-04-06
Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency
| Xinglei WangXuefeng GuanJun CaoNa ZhangHuayi Wu
2020-04-06
Evolving Normalization-Activation Layers
| Hanxiao LiuAndrew BrockKaren SimonyanQuoc V. Le
2020-04-06
Locality Sensitive Hashing-based Sequence Alignment Using Deep Bidirectional LSTM Models
Neda Tavakoli
2020-04-05
Neural Architecture Search for Lightweight Non-Local Networks
| Yingwei LiXiaojie JinJieru MeiXiaochen LianLinjie YangCihang XieQihang YuYuyin ZhouSong BaiAlan Yuille
2020-04-04
A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS
Xuefei NingYin ZhengTianchen ZhaoYu WangHuazhong Yang
2020-04-04
STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization
Yanyan ZouXingxing ZhangWei LuFuru WeiMing Zhou
2020-04-04
Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware
Christoph OstrauJonas HomburgChristian KlarhorstMichael ThiesUlrich Rückert
2020-04-03
The RWTH ASR System for TED-LIUM Release 2: Improving Hybrid HMM with SpecAugment
Wei ZhouWilfried MichelKazuki IrieMarkus KitzaRalf SchlüterHermann Ney
2020-04-02
TSception: A Deep Learning Framework for Emotion Detection Using EEG
| Yi DingNeethu RobinsonQiuhao ZengDuo ChenAung Aung Phyo WaiTih-Shih LeeCuntai Guan
2020-04-02
High-Performance Long-Term Tracking with Meta-Updater
| Kenan DaiYunhua ZhangDong WangJianhua LiHuchuan LuXiaoyun Yang
2020-04-01
Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis
Benoit Anctil-RobitailleChristian DesrosiersHerve Lombaert
2020-04-01
UniformAugment: A Search-free Probabilistic Data Augmentation Approach
| Tom Ching LingChenAva KhonsariAmirreza LashkariMina Rafi NazariJaspreet Singh SambeeMario A. Nascimento
2020-03-31
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation
Peng SunJiaxiang WuSongyuan LiPeiwen LinJunzhou HuangXi Li
2020-03-31
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
| Yuan GaoHaoping BaiZequn JieJiayi MaKui JiaWei Liu
2020-03-31
Deep learning for Stock Market Prediction
Mojtaba NabipourPooyan NayyeriHamed JabaniAmir Mosavi
2020-03-31
Financial Market Trend Forecasting and Performance Analysis Using LSTM
Jonghyeon Min
2020-03-31
Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation
| Victor SchmidtMakesh Narsimhan SreedharMostafa ElArabyIrina Rish
2020-03-31
DHP: Differentiable Meta Pruning via HyperNetworks
| Yawei LiShuhang GuKai ZhangLuc Van GoolRadu Timofte
2020-03-30
TResNet: High Performance GPU-Dedicated Architecture
| Tal RidnikHussam LawenAsaf NoyItamar FriedmanEmanuel Ben BaruchGilad Sharir
2020-03-30
Difference Attention Based Error Correction LSTM Model for Time Series Prediction
Yuxuan LiuJiangyong DuanJuan Meng
2020-03-30
A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting
Grzegorz DudekPaweł PełkaSlawek Smyl
2020-03-29
Unsupervised Deep Learning for MR Angiography with Flexible Temporal Resolution
Eunju ChaHyungjin ChungEung Yeop KimJong Chul Ye
2020-03-29
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network
Qihang YuYingwei LiJieru MeiYuyin ZhouAlan L. Yuille
2020-03-28
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search
Xiyang DaiDongdong ChenMengchen LiuYinpeng ChenLu Yuan
2020-03-27
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation
| Chaoyang HeHaishan YeLi ShenTong Zhang
2020-03-27
Using LSTM to Translate French to Senegalese Local Languages: Wolof as a Case Study
Lo AllaDione Cheikh BambaNguer Elhadji MamadouBa Sileye O. BaLo Moussa
2020-03-27
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation
Shawn MathewSaad NadeemSruti KumariArie Kaufman
2020-03-27
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement
Sai BiKalyan SunkavalliFederico PerazziEli ShechtmanVladimir KimRavi Ramamoorthi
2020-03-27
Are Labels Necessary for Neural Architecture Search?
| Chenxi LiuPiotr DollárKaiming HeRoss GirshickAlan YuilleSaining Xie
2020-03-26
A multivariate water quality parameter prediction model using recurrent neural network
Dhruti DhedaLing Cheng
2020-03-25
Circumventing Outliers of AutoAugment with Knowledge Distillation
Longhui WeiAn XiaoLingxi XieXin ChenXiaopeng ZhangQi Tian
2020-03-25
SCATTER: Selective Context Attentional Scene Text Recognizer
Ron LitmanOron AnschelShahar TsiperRoee LitmanShai MazorR. Manmatha
2020-03-25
ASFD: Automatic and Scalable Face Detector
Bin ZhangJian LiYabiao WangYing TaiChengjie WangJilin LiFeiyue HuangYili XiaWenjiang PeiRongrong Ji
2020-03-25
DCDLearn: Multi-order Deep Cross-distance Learning for Vehicle Re-Identification
Rixing ZhuJianwu FangHongke XuHongkai YuJianru Xue
2020-03-25
Recovery command generation towards automatic recovery in ICT systems by Seq2Seq learning
Hiroki IkeuchiAkio WatanabeTsutomu HiraoMakoto MorishitaMasaaki NishinoYoichi MatsuoKeishiro Watanabe
2020-03-24
TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks
Tobias CzempielMagdalini PaschaliMatthias KeicherWalter SimsonHubertus FeussnerSeong Tae KimNassir Navab
2020-03-24
Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach
| David SchindlerBenjamin ZapilkoFrank Krüger
2020-03-24
Felix: Flexible Text Editing Through Tagging and Insertion
Jonathan MallinsonAliaksei SeverynEric MalmiGuillermo Garrido
2020-03-24
Model-based Asynchronous Hyperparameter and Neural Architecture Search
Aaron KleinLouis C. TiaoThibaut LienartCedric ArchambeauMatthias Seeger
2020-03-24
High Performance Sequence-to-Sequence Model for Streaming Speech Recognition
Thai-Son NguyenNgoc-Quan PhamSebastian StuekerAlex Waibel
2020-03-22
BS-NAS: Broadening-and-Shrinking One-Shot NAS with Searchable Numbers of Channels
Zan ShenJiang QianBojin ZhuangShaojun WangJing Xiao
2020-03-22
Semantic-based End-to-End Learning for Typhoon Intensity Prediction
| Hamada M. ZaheraMohamed Ahmed SherifAxel Ngonga
2020-03-22
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing
Ajay K. GogineniS. SwayamjyotiDevadatta SahooKisor K. SahuRaj kishore
2020-03-21
FTT-NAS: Discovering Fault-Tolerant Neural Architecture
Xuefei NingGuangjun GeWenshuo LiZhenhua ZhuYin ZhengXiaoming ChenZhen GaoYu WangHuazhong Yang
2020-03-20
U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation
Nikhil Varma KeethaSamson Anosh Babu PChandra Sekhara Rao Annavarapu
2020-03-20
GAN Compression: Efficient Architectures for Interactive Conditional GANs
| Muyang LiJi LinYaoyao DingZhijian LiuJun-Yan ZhuSong Han
2020-03-19
CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries
Han YangXingjian ZhenYing ChiLei ZhangXian-Sheng Hua
2020-03-19
Lifelong Learning with Searchable Extension Units
| Wenjin WangYunqing HuYin Zhang
2020-03-19
Efficiently Calibrating Cable-Driven Surgical Robots with RGBD Fiducial Sensing and Recurrent Neural Networks
Minho HwangBrijen ThananjeyanSamuel ParadisDaniel SeitaJeffrey IchnowskiDanyal FerThomas LowKen Goldberg
2020-03-19
Transformer Networks for Trajectory Forecasting
| Francesco GiuliariIrtiza HasanMarco CristaniFabio Galasso
2020-03-18
High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model
Jinyu LiRui ZhaoEric SunJeremy H. M. WongAmit DasZhong MengYifan Gong
2020-03-17
A Survey on Contextual Embeddings
| Qi LiuMatt J. KusnerPhil Blunsom
2020-03-16
SMArtCast: Predicting soil moisture interpolations into the future using Earth observation data in a deep learning framework
Conrad James FoleySagar VazeMohamed El Amine SeddiqAlexey UnagaevNatalia Efremova
2020-03-16
Inference of Gas-liquid Flowrate using Neural Networks
Akshay J. DaveAnnalisa Manera
2020-03-15
AutoSTR: Efficient Backbone Search for Scene Text Recognition
Hui ZhangQuanming YaoMingkun YangYongchao XuXiang Bai
2020-03-14
Finnish Language Modeling with Deep Transformer Models
Abhilash JainAku RuoheStig-Arne GrönroosMikko Kurimo
2020-03-14
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates
Zhizhong HanGuanhui QiaoYu-Shen LiuMatthias Zwicker
2020-03-12
PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment
| Sian-Yao HuangWei-Ta Chu
2020-03-11
Hierarchical Neural Architecture Search for Single Image Super-Resolution
| Yong GuoYongsheng LuoZhenhao HeJin HuangJian Chen
2020-03-10
SuperMix: Supervising the Mixing Data Augmentation
| Ali DaboueiSobhan SoleymaniFariborz TaherkhaniNasser M. Nasrabadi
2020-03-10
Adaptive Name Entity Recognition under Highly Unbalanced Data
Thong NguyenDuy NguyenPramod Rao
2020-03-10
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation
| Maryam Asadi-AghbolaghiReza AzadMahmood FathySergio Escalera
2020-03-10
Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading
Mingshuang LuoShuang YangShiguang ShanXilin Chen
2020-03-09
Searching Central Difference Convolutional Networks for Face Anti-Spoofing
| Zitong YuChenxu ZhaoZezheng WangYunxiao QinZhuo SuXiaobai LiFeng ZhouGuoying Zhao
2020-03-09
How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS
Kaicheng YuRene RanftlMathieu Salzmann
2020-03-09
DeepCP: Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network
Qiong WuMuhong WuXu ChenZhi ZhouKaiwen HeLiang Chen
2020-03-09
DADA: Differentiable Automatic Data Augmentation
| Yonggang LiGuosheng HuYongtao WangTimothy HospedalesNeil M. RobertsonYongxin Yang
2020-03-08
A Multi-Modal States based Vehicle Descriptor and Dilated Convolutional Social Pooling for Vehicle Trajectory Prediction
Huimin ZhangYafei WangJunjia LiuChengwei LiTaiyuan MaChengliang Yin
2020-03-07
Grid Cells Are Ubiquitous in Neural Networks
Li SonglinDeng YangdongWang Zhihua
2020-03-07
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search
Haoyu ZhangYaochu JinRan ChengKuangrong Hao
2020-03-07
Accelerator-aware Neural Network Design using AutoML
Suyog GuptaBerkin Akin
2020-03-05
Data Augmentation using Pre-trained Transformer Models
| Varun KumarAshutosh ChoudharyEunah Cho
2020-03-04
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices
Byung Hoon AhnJinwon LeeJamie Menjay LinHsin-Pai ChengJilei HouHadi Esmaeilzadeh
2020-03-04
Real-time Federated Evolutionary Neural Architecture Search
Hangyu ZhuYaochu Jin
2020-03-04
BATS: Binary ArchitecTure Search
| Adrian BulatBrais MartinezGeorgios Tzimiropoulos
2020-03-03
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation
Wei Hao Khoong
2020-03-03
ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search
XuZhangChenjunZhouBoGu
2020-03-03
Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier
Michael HammannMaximilian KrausSina ShafaeiAlois Knoll
2020-03-02
Tensor Networks for Probabilistic Sequence Modeling
Jacob MillerGuillaume RabusseauJohn Terilla
2020-03-02
RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning
Stefano AllettoShenyang HuangVincent Francois-LavetYohei NakataGuillaume Rabusseau
2020-03-02
A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents
Anirudh ChandrashekarAshok HandaNatesh ShivakumarPierfrancesco LapollaVicente GrauRegent Lee
2020-03-02
LiDARNet: A Boundary-Aware Domain Adaptation Model for Lidar Point Cloud Semantic Segmentation
Peng JiangSrikanth Saripalli
2020-03-02
Inferring the source of official texts: can SVM beat ULMFiT?
| Pedro Henrique Luz de AraujoTeófilo Emidio de CamposMarcelo Magalhães Silva de Sousa
2020-03-02
NAS-Count: Counting-by-Density with Neural Architecture Search
Yutao HuXiaolong JiangXuhui LiuBaochang ZhangJungong HanXianbin CaoDavid Doermann
2020-02-29
Depth-Adaptive Graph Recurrent Network for Text Classification
| Yijin LiuFandong MengYufeng ChenJinan XuJie Zhou
2020-02-29
Two-Level Attention-based Fusion Learning for RGB-D Face Recognition
Hardik UppalAlireza Sepas-MoghaddamMichael GreenspanAli Etemad
2020-02-29
A Self-Tuning Actor-Critic Algorithm
Tom ZahavyZhongwen XuVivek VeeriahMatteo HesselJunhyuk OhHado van HasseltDavid SilverSatinder Singh
2020-02-28
ImmuNetNAS: An Immune-network approach for searching Convolutional Neural Network Architectures
| Kefan ChenWei Pang
2020-02-28
Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units
Zhanzhan ChengYunlu XuMingjian ChengYu QiaoShiliang PuYi NiuFei Wu
2020-02-26
Sparse Sinkhorn Attention
| Yi TayDara BahriLiu YangDonald MetzlerDa-Cheng Juan
2020-02-26
Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution
| Xiaoyu XiangYapeng TianYulun ZhangYun FuJan P. AllebachChenliang Xu
2020-02-26
Searching for Winograd-aware Quantized Networks
| Javier Fernandez-MarquesPaul N. WhatmoughAndrew MundyMatthew Mattina
2020-02-25
Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks
Wen MaPi-Feng ChiuWon Ho ChoiMinghai QinDaniel BedauMartin Lueker-Boden
2020-02-25
Sketchformer: Transformer-based Representation for Sketched Structure
| Leo Sampaio Ferraz RibeiroTu BuiJohn CollomosseMoacir Ponti
2020-02-24
Parsing Early Modern English for Linguistic Search
Seth KulickNeville Ryant
2020-02-24
LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis
Quan Huu CapHiroyuki UgaSatoshi KagiwadaHitoshi Iyatomi
2020-02-24
DIHARD II is Still Hard: Experimental Results and Discussions from the DKU-LENOVO Team
Qingjian LinWeicheng CaiLin YangJunjie WangJun ZhangMing Li
2020-02-23
DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition
Hao-Chiang ShaoKang-Yu LiuChia-Wen LinJiwen Lu
2020-02-23
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction
Jiangpeng YanShuo ChenYongbing ZhangXiu Li
2020-02-22
Guider l'attention dans les modeles de sequence a sequence pour la prediction des actes de dialogue
Pierre ColomboEmile ChapuisMatteo ManicaEmmanuel VignonGiovanna VarniChloe Clavel
2020-02-21
Convolutional Tensor-Train LSTM for Spatio-temporal Learning
Jiahao SuWonmin ByeonJean KossaifiFurong HuangJan KautzAnimashree Anandkumar
2020-02-21
Human Activity Recognition using Multi-Head CNN followed by LSTM
Waqar AhmadMisbah KazmiHazrat Ali
2020-02-21
Imputer: Sequence Modelling via Imputation and Dynamic Programming
| William ChanChitwan SahariaGeoffrey HintonMohammad NorouziNavdeep Jaitly
2020-02-20
Guiding attention in Sequence-to-sequence models for Dialogue Act prediction
Pierre ColomboEmile ChapuisMatteo ManicaEmmanuel VignonGiovanna VarniChloe Clavel
2020-02-20
Brain Age Estimation Using LSTM on Children's Brain MRI
Sheng HeRandy L. GollubShawn N. MurphyJuan David PerezSanjay PrabhuRudolph PienaarRichard L. RobertsonP. Ellen GrantYangming Ou
2020-02-20
MaxUp: A Simple Way to Improve Generalization of Neural Network Training
Chengyue GongTongzheng RenMao YeQiang Liu
2020-02-20
Neural Architecture Search For Fault Diagnosis
Xudong LiYang HuJianhua ZhengMingtao Li
2020-02-19
NNoculation: Broad Spectrum and Targeted Treatment of Backdoored DNNs
Akshaj Kumar VeldandaKang LiuBenjamin TanPrashanth KrishnamurthyFarshad KhorramiRamesh KarriBrendan Dolan-GavittSiddharth Garg
2020-02-19
An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies
Jeena KleenankandyK. A. Abdul Nazeer
2020-02-18
AdaEnsemble Learning Approach for Metro Passenger Flow Forecasting
Shaolong SunDongchuan YangJu-e GuoShouyang Wang
2020-02-18
Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations
| Yichi ZhangRitchie ZhaoWeizhe HuaNayun XuG. Edward SuhZhiru Zhang
2020-02-17
How to 0wn NAS in Your Spare Time
| Sanghyun HongMichael DavinroyYiğitcan KayaDana Dachman-SoledTudor Dumitraş
2020-02-17
Unsupervised Image-generation Enhanced Adaptation for Object Detection in Thermal images
Wanyi LiFuyu LiYongkang LuoPeng Wang
2020-02-17
Gaussian Smoothen Semantic Features (GSSF) -- Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework
Chiranjib Sur
2020-02-16
AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes
Manh HuynhGita Alaghband
2020-02-16
Exploring Neural Models for Parsing Natural Language into First-Order Logic
Hrituraj SinghMilan AggrawalBalaji Krishnamurthy
2020-02-16
Federated Learning with Matched Averaging
| Hongyi WangMikhail YurochkinYuekai SunDimitris PapailiopoulosYasaman Khazaeni
2020-02-15
Federated Neural Architecture Search
Mengwei XuYuxin ZhaoKaigui BianGang HuangQiaozhu MeiXuanzhe Liu
2020-02-15
Many-to-Many Voice Conversion using Conditional Cycle-Consistent Adversarial Networks
Shindong LeeBongGu KoKeonnyeong LeeIn-Chul YooDongsuk Yook
2020-02-15
Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR
Leda SarıNiko MoritzTakaaki HoriJonathan Le Roux
2020-02-14
Integrating Discrete and Neural Features via Mixed-feature Trans-dimensional Random Field Language Models
Silin GaoZhijian OuWei YangHuifang Xu
2020-02-14
MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization
Hong WuJiahai WangZizhen Zhang
2020-02-13
Sparse and Structured Visual Attention
Pedro Henrique MartinsVlad NiculaeZita MarinhoAndré Martins
2020-02-13
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation
| Kancharagunta Kishan BabuShiv Ram Dubey
2020-02-13
Deep Transfer Learning for Physiological Signals
Hugh ChenScott LundbergGabe ErionJerry H. KimSu-In Lee
2020-02-12
To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing
| Aloïs PourchotAlexis DucarougeOlivier Sigaud
2020-02-11
A Spike in Performance: Training Hybrid-Spiking Neural Networks with Quantized Activation Functions
Aaron R. VoelkerDaniel RasmussenChris Eliasmith
2020-02-10
Evaluating Sequence-to-Sequence Learning Models for If-Then Program Synthesis
Dhairya DalalByron V. Galbraith
2020-02-10
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning
Neha SinghNirmalya RoyAryya Gangopadhyay
2020-02-10
On a scalable entropic breaching of the overfitting barrier in machine learning
Illia Horenko
2020-02-08
HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention
| Qiming BaoLin NiJiamou Liu
2020-02-08
Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation
Yihan DuYan YanSi ChenYang Hua
2020-02-07
High Temporal Resolution Rainfall Runoff Modelling Using Long-Short-Term-Memory (LSTM) Networks
Wei LiAmin KiaghadiClint N. Dawson
2020-02-07
FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations
Ben StevensTim Colonius
2020-02-07
DeepBrain: Towards Personalized EEG Interaction through Attentional and Embedded LSTM Learning
Di WuHuayan WanSiping LiuWeiren YuZhanpeng JinDakuo Wang
2020-02-06
Variational Depth Search in ResNets
| Javier AntoránJames Urquhart AllinghamJosé Miguel Hernández-Lobato
2020-02-06
Compositional Neural Machine Translation by Removing the Lexicon from Syntax
Tristan Thrush
2020-02-06
Driver Gaze Estimation in the Real World: Overcoming the Eyeglass Challenge
| Akshay RangeshBowen ZhangMohan M. Trivedi
2020-02-06
Level Three Synthetic Fingerprint Generation
| André Brasil Vieira WyzykowskiMauricio Pamplona SegundoRubisley de Paula Lemes
2020-02-05
Syntactically Look-Ahead Attention Network for Sentence Compression
| Hidetaka KamigaitoManabu Okumura
2020-02-04
Improving Efficiency in Large-Scale Decentralized Distributed Training
Wei ZhangXiaodong CuiAbdullah KayiMingrui LiuUlrich FinklerBrian KingsburyGeorge SaonYoussef MrouehAlper BuyuktosunogluPayel DasDavid KungMichael Picheny
2020-02-04
Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases
Huawei HuangKangying LinSong GuoPan ZhouZibin Zheng
2020-02-03
Learning Contextualized Document Representations for Healthcare Answer Retrieval
| Sebastian ArnoldBetty van AkenPaul GrundmannFelix A. GersAlexander Löser
2020-02-03
Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks
| Joonatan MänttäriSofia BrooméJohn FolkessonHedvig Kjellström
2020-02-02
Model Extraction Attacks against Recurrent Neural Networks
Tatsuya TakemuraNaoto YanaiToru Fujiwara
2020-02-01
Transforming Spectrum and Prosody for Emotional Voice Conversion with Non-Parallel Training Data
Kun ZhouBerrak SismanHaizhou Li
2020-02-01
Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks
Stavros DeligiannidisAdonis BogrisCharis MesaritakisYannis Kopsinis
2020-01-31
Pseudo-Bidirectional Decoding for Local Sequence Transduction
Wangchunshu ZhouTao GeKe Xu
2020-01-31
Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs
Tankut CanKamesh KrishnamurthyDavid J. Schwab
2020-01-31
Detecting Emotion Primitives from Speech and their use in discerning Categorical Emotions
Vasudha KowthaVikramjit MitraChris BartelsErik MarchiSue BookerWilliam CarusoSachin KajarekarDevang Naik
2020-01-31
Dual Convolutional LSTM Network for Referring Image Segmentation
Linwei YeZhi LiuYang Wang
2020-01-30
Human Action Performance using Deep Neuro-Fuzzy Recurrent Attention Model
Nihar BendreNima EbadiJohn J PrevostPaul Rad
2020-01-29
Audio-Visual Decision Fusion for WFST-based and seq2seq Models
Rohith AralikattiSharad RoyAbhinav ThandaDilip Kumar MargamPujitha Appan KandalaTanay SharmaShankar M Venkatesan
2020-01-29
Joint Contextual Modeling for ASR Correction and Language Understanding
Yue WengSai Sumanth MiryalaChandra KhatriRunze WangHuaixiu ZhengPiero MolinoMahdi NamazifarAlexandros PapangelisHugh WilliamsFranziska BellGokhan Tur
2020-01-28
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search
| Arber ZelaJulien SiemsFrank Hutter
2020-01-28
A Study of Pyramid Structure for Code Correction
Shan HuangXiao ZhouSang Chin
2020-01-28
Unsupervised Program Synthesis for Images using Tree-Structured LSTM
Chenghui ZhouChun-Liang LiBarnabas Poczos
2020-01-27
Intent Classification in Question-Answering Using LSTM Architectures
Giovanni Di GennaroAmedeo BuonannoAntonio Di GirolamoArmando OspedaleFrancesco A. N. Palmieri
2020-01-25
Compressing Language Models using Doped Kronecker Products
Urmish ThakkerPaul WhatmoughMatthew MattinaJesse Beu
2020-01-24
DALC: Distributed Automatic LSTM Customization for Fine-Grained Traffic Speed Prediction
Ming-Chang LeeJia-Chun Lin
2020-01-24
Kernel of CycleGAN as a Principle homogeneous space
Nikita MoriakovJonas AdlerJonas Teuwen
2020-01-24
Applying Recent Innovations from NLP to MOOC Student Course Trajectory Modeling
Clarence ChenZachary Pardos
2020-01-23
Multi-objective Neural Architecture Search via Non-stationary Policy Gradient
Zewei ChenFengwei ZhouGeorge TrimponiasZhenguo Li
2020-01-23
Low-Complexity LSTM Training and Inference with FloatSD8 Weight Representation
Yu-Tung LiuTzi-Dar Chiueh
2020-01-23
La Furca: Iterative Context-Aware End-to-End Monaural Speech Separation Based on Dual-Path Deep Parallel Inter-Intra Bi-LSTM with Attention
Ziqiang ShiRujie LiuJiqing Han
2020-01-23
GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation
| Nikhil GoyalHarsh Vardhan JainSayan Ranu
2020-01-22
Transition-Based Dependency Parsing using Perceptron Learner
Rahul Radhakrishnan IyerMiguel BallesterosChris DyerRobert Frederking
2020-01-22
A hybrid model based on deep LSTM for predicting high-dimensional chaotic systems
Youming LeiJian HuJianpeng Ding
2020-01-21
Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard-300
Zoltán TüskeGeorge SaonKartik AudhkhasiBrian Kingsbury
2020-01-20
Deep Learning for Hindi Text Classification: A Comparison
Ramchandra JoshiPurvi GoelRaviraj Joshi
2020-01-19
BNAS:An Efficient Neural Architecture Search Approach Using Broad Scalable Architecture
Zixiang DingYaran ChenNannan LiDongbin Zhao Zhiquan SunC. L. Philip Chen
2020-01-18
Evolutionary Neural Architecture Search for Retinal Vessel Segmentation
Zhun FanJiahong WeiGuijie ZhuJiajie MoWenji Li
2020-01-18
Latency-Aware Differentiable Neural Architecture Search
Yuhui XuLingxi XieXiaopeng ZhangXin ChenBowen ShiQi TianHongkai Xiong
2020-01-17
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network
| Jungkyu LeeTaeryun WonTae Kwan LeeHyemin LeeGeonmo GuKiho Hong
2020-01-17
Up to two billion times acceleration of scientific simulations with deep neural architecture search
M. F. KasimD. Watson-ParrisL. DeaconuS. OliverP. HatfieldD. H. FroulaG. GregoriM. JarvisS. KhatiwalaJ. KorenagaJ. Topp-MugglestoneE. ViezzerS. M. Vinko
2020-01-17
MixPath: A Unified Approach for One-shot Neural Architecture Search
| Xiangxiang ChuXudong LiShun LuBo ZhangJixiang Li
2020-01-16
Stream-Flow Forecasting of Small Rivers Based on LSTM
Youchuan HuLe YanTingting HangJun Feng
2020-01-16
Predictive analysis of Bitcoin price considering social sentiments
| Pratikkumar Prajapati
2020-01-16
Fact-aware Sentence Split and Rephrase with Permutation Invariant Training
Yinuo GuoTao GeFuru Wei
2020-01-16
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts
Anant KhandelwalNiraj Kumar
2020-01-15
CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation
Kancharagunta Kishan BabuShiv Ram Dubey
2020-01-15
Physical-Virtual Collaboration Modeling for Intra-and Inter-Station Metro Ridership Prediction
| Lingbo LiuJingwen ChenHefeng WuJiajie ZhenGuanbin LiLiang Lin
2020-01-14
Neural Architecture Search for Deep Image Prior
| Kary HoAndrew GilbertHailin JinJohn Collomosse
2020-01-14
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search
Daoyuan ChenYaliang LiMinghui QiuZhen WangBofang LiBolin DingHongbo DengJun HuangWei LinJingren Zhou
2020-01-13
GridMask Data Augmentation
| Pengguang ChenShu LiuHengshuang ZhaoJiaya Jia
2020-01-13
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories
Bowen ZhangHexiang HuFei Sha
2020-01-13
Urdu-English Machine Transliteration using Neural Networks
Usman Mohy ud Din
2020-01-12
A Continuous Space Neural Language Model for Bengali Language
Hemayet Ahmed ChowdhuryMd. Azizul Haque ImonAnisur RahmanAisha KhatunMd. Saiful Islam
2020-01-11
A new approach for trading based on Long Short Term Memory technique
Zineb LanbouriSaaid Achchab
2020-01-10
Performance-Oriented Neural Architecture Search
Andrew AndersonJing SuRozenn DahyotDavid Gregg
2020-01-09
High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET
Amar ShresthaKrittaphat PugdeethosapolHaowen FangQinru Qiu
2020-01-08
Don't Forget The Past: Recurrent Depth Estimation from Monocular Video
Vaishakh PatilWouter Van GansbekeDengxin DaiLuc Van Gool
2020-01-08
Fast Neural Network Adaptation via Parameter Remapping and Architecture Search
| Jiemin FangYuzhu SunKangjian PengQian ZhangYuan LiWenyu LiuXinggang Wang
2020-01-08
Deeper Insights into Weight Sharing in Neural Architecture Search
Yuge ZhangZejun LinJunyang JiangQuanlu ZhangYujing WangHui XueChen ZhangYaming Yang
2020-01-06
Macromolecule Classification Based on the Amino-acid Sequence
Faisal GhaffarSarwar KhanGaddisa O.Chen Yu-jhen
2020-01-06
Exploiting Event Cameras for Spatio-Temporal Prediction of Fast-Changing Trajectories
Marco MonforteAnder ArriandiagaArren GloverChiara Bartolozzi
2020-01-05
Automatic Business Process Structure Discovery using Ordered Neurons LSTM: A Preliminary Study
Xue HanLianxue HuYabin DangShivali AgarwalLijun MeiShaochun LiXin Zhou
2020-01-05
Forecasting Bitcoin closing price series using linear regression and neural networks models
Nicola UrasLodovica MarchesiMichele MarchesiRoberto Tonelli
2020-01-04
A Deep Structural Model for Analyzing Correlated Multivariate Time Series
Changwei HuYifan HuSungyong Seo
2020-01-02
Natural- to formal-language generation using Tensor Product Representations
Anonymous
2020-01-01
Building Hierarchical Interpretations in Natural Language via Feature Interaction Detection
Anonymous
2020-01-01
How to 0wn the NAS in Your Spare Time
| Anonymous
2020-01-01
Learning DNA folding patterns with Recurrent Neural Networks
Anonymous
2020-01-01
NORML: Nodal Optimization for Recurrent Meta-Learning
Anonymous
2020-01-01
Filter redistribution templates for iteration-lessconvolutional model reduction
Anonymous
2020-01-01
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
Anonymous
2020-01-01
Deep Interaction Processes for Time-Evolving Graphs
Anonymous
2020-01-01
Learning to Rank Learning Curves
Anonymous
2020-01-01
Autoencoder-based Initialization for Recurrent Neural Networks with a Linear Memory
Anonymous
2020-01-01
Informed Temporal Modeling via Logical Specification of Factorial LSTMs
Anonymous
2020-01-01
Deep Nonlinear Stochastic Optimal Control for Systems with Multiplicative Uncertainties
Anonymous
2020-01-01
City Metro Network Expansion with Reinforcement Learning
Anonymous
2020-01-01
Copy That! Editing Sequences by Copying Spans
Anonymous
2020-01-01
GATO: Gates Are Not the Only Option
Anonymous
2020-01-01
Data Annealing Transfer learning Procedure for Informal Language Understanding Tasks
Anonymous
2020-01-01
VAENAS: Sampling Matters in Neural Architecture Search
Anonymous
2020-01-01
Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework
Anonymous
2020-01-01
Interpretable Network Structure for Modeling Contextual Dependency
Anonymous
2020-01-01
Fast Neural Network Adaptation via Parameters Remapping
Anonymous
2020-01-01
Hierarchical Summary-to-Article Generation
Anonymous
2020-01-01
FasterSeg: Searching for Faster Real-time Semantic Segmentation
| Anonymous
2020-01-01
DeFINE: Deep Factorized Input Word Embeddings for Neural Sequence Modeling
Anonymous
2020-01-01
EINS: Long Short-Term Memory with Extrapolated Input Network Simplification
Anonymous
2020-01-01
Neural Operator Search
Anonymous
2020-01-01
Structural Language Models for Any-Code Generation
Anonymous
2020-01-01
Learning to Learn Kernels with Variational Random Features
Anonymous
2020-01-01
Reinforcement Learning with Chromatic Networks
Anonymous
2020-01-01
NADS: Neural Architecture Distribution Search for Uncertainty Awareness
Anonymous
2020-01-01
Variational pSOM: Deep Probabilistic Clustering with Self-Organizing Maps
Anonymous
2020-01-01
Convolutional Tensor-Train LSTM for Long-Term Video Prediction
Anonymous
2020-01-01
Boosting Network: Learn by Growing Filters and Layers via SplitLBI
Anonymous
2020-01-01
ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring
| Anonymous
2020-01-01
COMBINED FLEXIBLE ACTIVATION FUNCTIONS FOR DEEP NEURAL NETWORKS
Anonymous
2020-01-01
Towards Fast Adaptation of Neural Architectures with Meta Learning
Anonymous
2020-01-01
Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension
Anonymous
2020-01-01
Resizable Neural Networks
Anonymous
2020-01-01
ISBNet: Instance-aware Selective Branching Networks
Shaofeng CaiYao ShuWei WangGang ChenBeng Chin Ooi
2020-01-01
BERT-AL: BERT for Arbitrarily Long Document Understanding
Ruixuan ZhangZhuoyu WeiYu ShiYining Chen
2020-01-01
Unsupervised Learning of Automotive 3D Crash Simulations using LSTMs
Amin AbbaslooJochen GarckeRodrigo Iza-Teran
2020-01-01
Translation Between Waves, wave2wave
Tsuyoshi OkitaHirotaka HachiyaSozo InoueNaonori Ueda
2020-01-01
Transition Based Dependency Parser for Amharic Language Using Deep Learning
Mizanu ZelalemMillion Meshesha (PhD)
2020-01-01
HOW IMPORTANT ARE NETWORK WEIGHTS? TO WHAT EXTENT DO THEY NEED AN UPDATE?
Fawaz SammaniMahmoud ElsayedAbdelsalam Hamdi
2020-01-01
Parallel Neural Text-to-Speech
Kainan PengWei PingZhao SongKexin Zhao
2020-01-01
Kernel of CycleGAN as a principal homogeneous space
Anonymous
2020-01-01
Progressive Upsampling Audio Synthesis via Effective Adversarial Training
Anonymous
2020-01-01
Modeling Neural Architecture Search Methods for Deep Networks
Emad MalekhosseiniMohsen HajabdollahiNader KarimiShadrokh Samavi
2019-12-31
OTEANN: Estimating the Transparency of Orthographies with an Artificial Neural Network
| Xavier Marjou
2019-12-31
Neural Architecture Search on Acoustic Scene Classification
Jixiang LiChuming LiangBo ZhangZhao WangFei XiangXiangxiang Chu
2019-12-30
Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database
Tong ZhengHirohisa OdaTakayasu MoriyaShota NakamuraMasahiro OdaMasaki MoriHoritsugu TakabatakeHiroshi NatoriKensaku Mori
2019-12-30
Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control
Gurcan ComertZadid KhanMizanur RahmanMashrur Chowdhury
2019-12-29
Hierarchical Variational Imitation Learning of Control Programs
Roy FoxRichard ShinWilliam PaulYitian ZouDawn SongKen GoldbergPieter AbbeelIon Stoica
2019-12-29
Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit
Jinlei ZhangFeng ChenYadi ZhuYinan Guo
2019-12-29
Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic
| Ali FadelIbraheem TuffahaMahmoud Al-Ayyoub
2019-12-28
Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks
Siddhartha NuthakkiSunil NeelaJudy W. GichoyaSaptarshi Purkayastha
2019-12-28
A Multi-cascaded Model with Data Augmentation for Enhanced Paraphrase Detection in Short Texts
Muhammad Haroon ShakeelAsim KarimImdadullah Khan
2019-12-27
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering
Hu SunWard ManchesterZhenbang JiaoXiantong WangYang Chen
2019-12-27
On the Resilience of Deep Learning for Reduced-voltage FPGAs
Kamyar GivakiBehzad SalamiReza HojabrS. M. Reza TayaranianAhmad KhonsariDara RahmatiSaeid GorginAdrian CristalOsman S. Unsal
2019-12-26
Amharic-Arabic Neural Machine Translation
Ibrahim GashawH L Shashirekha
2019-12-26
Utterance-level Permutation Invariant Training with Latency-controlled BLSTM for Single-channel Multi-talker Speech Separation
Lu HuangGaofeng ChengPengyuan ZhangYi YangShumin XuJiasong Sun
2019-12-25
Adversarial AutoAugment
Xinyu ZhangQiang WangJian ZhangZhao Zhong
2019-12-24
BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search
Muyuan FangQiang WangZhao Zhong
2019-12-24
Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition
Jialin GaoTong HeXi ZhouShiming Ge
2019-12-24
Probing the phonetic and phonological knowledge of tones in Mandarin TTS models
| Jian Zhu
2019-12-23
TextNAS: A Neural Architecture Search Space tailored for Text Representation
Yujing WangYaming YangYiren ChenJing BaiCe ZhangGuinan SuXiaoyu KouYunhai TongMao YangLidong Zhou
2019-12-23
FasterSeg: Searching for Faster Real-time Semantic Segmentation
| Wuyang ChenXinyu GongXianming LiuQian ZhangYuan LiZhangyang Wang
2019-12-23
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild
Xin ChenLingxi XieJun WuQi Tian
2019-12-23
Learning functionals via LSTM neural networks for predicting vessel dynamics in extreme sea states
José del Águila FerrandisMichael TriantafyllouChryssostomos ChryssostomidisGeorge Karniadakis
2019-12-23
CNN-generated images are surprisingly easy to spot... for now
| Sheng-Yu WangOliver WangRichard ZhangAndrew OwensAlexei A. Efros
2019-12-23
Learning and Evaluating Contextual Embedding of Source Code
| Aditya KanadePetros ManiatisGogul BalakrishnanKensen Shi
2019-12-21
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
Qihang YuDong YangHolger RothYutong BaiYixiao ZhangAlan L. YuilleDaguang Xu
2019-12-20
AtomNAS: Fine-Grained End-to-End Neural Architecture Search
| Jieru MeiYingwei LiXiaochen LianXiaojie JinLinjie YangAlan YuilleJianchao Yang
2019-12-20
DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News
| Xinyi LiYinchuan LiHongyang YangLiuqing YangXiao-Yang Liu
2019-12-20
CNN-LSTM models for Multi-Speaker Source Separation using Bayesian Hyper Parameter Optimization
Jeroen ZegersHugo Van hamme
2019-12-19
Distributional Reinforcement Learning for Energy-Based Sequential Models
Tetiana ParshakovaJean-Marc AndreoliMarc Dymetman
2019-12-18
Enhancing streamflow forecast and extracting insights using long-short term memory networks with data integration at continental scales
| Dapeng Feng