A Gated Recurrent Unit, or GRU, is a type of recurrent neural network. It is similar to an LSTM, but only has two gates - a reset gate and an update gate - and notably lacks an output gate. Fewer parameters means GRUs are generally easier/faster to train than their LSTM counterparts.

Image Source: here

Source: Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Latest Papers

PAPER DATE
CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU
Bo FengQian LouLei JiangGeoffrey C. Fox
2020-10-22
RDIS: Random Drop Imputation with Self-Training for Incomplete Time Series Data
Tae-Min ChoiJi-Su KangJong-Hwan Kim
2020-10-20
Dynamic Memory Enhanced Transformer for End-to-end Task-Oriented Dialogue System
Yanjie GouYinjie LeiLingqiao Liu
2020-10-12
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
Jonathan ShenYe JiaMike ChrzanowskiYu ZhangIsaac EliasHeiga ZenYonghui Wu
2020-10-08
Pix2Prof: fast extraction of sequential information from galaxy imagery via deep learning
| Michael J. SmithNikhil AroraConnor StoneStéphane CourteauJames E. Geach
2020-10-01
A machine learning framework for LES closure terms
Marius KurzAndrea Beck
2020-10-01
Modeling Dyadic Conversations for Personality Inference
Qiang Liu
2020-09-26
Few-shot Object Detection with Self-adaptive Attention Network for Remote Sensing Images
Zixuan XiaoWei XuePing Zhong
2020-09-26
A Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution
Zimeng LyuAbdElRahman ElSaidJoshua KarnsMohamed MkaouerTravis Desell
2020-09-21
Image Captioning with Attention for Smart Local Tourism using EfficientNet
| Dhomas Hatta FudholiYurio WindiatmokoNurdi AfriantoPrastyo Eko SusantoMagfirah SuyutiAhmad Fathan HidayatullahRidho Rahmadi
2020-09-18
Urban Traffic Flow Forecast Based on FastGCRNN
Ya ZhangMingming LuHaifeng Li
2020-09-17
Controllable neural text-to-speech synthesis using intuitive prosodic features
Tuomo RaitioRamya RasipuramDan Castellani
2020-09-14
Corrective feedback, emphatic speech synthesis, visual-speech exaggeration, pronunciation learning
Yaohua BuWeijun LiTianyi MaShengqi ChenJia JiaKun LiXiaobo Lu
2020-09-12
Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data
| Ondřej CífkaUmut ŞimşekliGaël Richard
2020-08-26
A Hierarchical User Intention-Habit Extract Network for Credit Loan Overdue Risk Detection
Hao GuoXintao RenRongrong WangZhun CaiKai ShuangYue Sun
2020-08-18
Enhancing Speech Intelligibility in Text-To-Speech Synthesis using Speaking Style Conversion
Dipjyoti PaulMuhammed PV ShifasYannis PantazisYannis Stylianou
2020-08-13
Attention-based Fully Gated CNN-BGRU for Russian Handwritten Text
Abdelrahman AbdallahMohamed HamadaDaniyar Nurseitov
2020-08-12
Modeling Prosodic Phrasing with Multi-Task Learning in Tacotron-based TTS
Rui LiuBerrak SismanFeilong BaoGuanglai GaoHaizhou Li
2020-08-11
SpeedySpeech: Efficient Neural Speech Synthesis
Jan VainerOndřej Dušek
2020-08-09
TPG-DNN: A Method for User Intent Prediction Based on Total Probability Formula and GRU Loss with Multi-task Learning
Jingxing JiangZhubin WangFei FangBinqiang Zhao
2020-08-05
One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech
Tomáš NekvindaOndřej Dušek
2020-08-03
Language Modelling for Source Code with Transformer-XL
| Thomas DowdellHongyu Zhang
2020-07-31
DCDIR: A Deep Cross-Domain Recommendation System for Cold Start Users in Insurance Domain
Ye BiLiqiang SongMengqiu YaoZhenyu WuJianming WangJing Xiao
2020-07-27
A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News
Yang LiYi Pan
2020-07-23
Socially and Contextually Aware Human Motion and Pose Forecasting
Vida AdeliEhsan AdeliIan ReidJuan Carlos NieblesHamid Rezatofighi
2020-07-14
KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base
Jiaxin ShiShulin CaoLiangming PanYutong XiangLei HouJuanzi LiHanwang ZhangBin He
2020-07-08
A Transformer Approach to Contextual Sarcasm Detection in Twitter
Hunter GregorySteven LiPouya MohammadiNatalie TarnRachel DraelosCynthia Rudin
2020-07-01
A Study on the Influence of Architecture Complexity of RNNs for Intent Classification in E-Commerce Chats in Bahasa Indonesia
Renny Pradina KusumawardaniMuhammad Azzam
2020-07-01
A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming
Xiaoming LiChun WangXiao HuangYimin Nie
2020-06-26
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors
Wenbin GaoLei ZhangQi TengHao WuFuhong MinJun He
2020-06-25
Movie Box office Prediction via Joint Actor Representations and Social Media Sentiment
Dezhou Shen
2020-06-24
Astronomical Classification of Light Curves with an Ensemble of Gated Recurrent Units
| Siddharth ChainiSoumya Sanjay Kumar
2020-06-22
A bio-inspired bistable recurrent cell allows for long-lasting memory
| Nicolas VecovenDamien ErnstGuillaume Drion
2020-06-09
Fusion Recurrent Neural Network
Yiwen SunYulu WangKun FuZheng WangChangshui ZhangJieping Ye
2020-06-07
Audio Captioning using Gated Recurrent Units
Ayşegül Özkaya ErenMustafa Sert
2020-06-05
Analyse automatique en cadres s\'emantiques pour l'apprentissage de mod\`eles de compr\'ehension de texte (Semantic Frame Parsing for training Machine Reading Comprehension models)
Gabriel MarzinottoDelphine CharletG{\'e}raldine DamnatiFr{\'e}d{\'e}ric B{\'e}chet
2020-06-01
RNNs on Monitoring Physical Activity Energy Expenditure in Older People
Stylianos ParaschiakosCláudio Rebelo de SáJeremiah OkaiEline P. SlagboomMarian BeekmanArno Knobbe
2020-06-01
A Hierarchical Deep Convolutional Neural Network and Gated Recurrent Unit Framework for Structural Damage Detection
Jianxi YangLikai ZhangCen ChenYangfan LiRen LiGuiping WangShixin JiangZeng Zeng
2020-05-29
Comparison of Recurrent Neural Network Architectures for Wildfire Spread Modelling
Rylan PerumalTerence L van Zyl
2020-05-26
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis
Yusuke YasudaXin WangJunichi Yamagishi
2020-05-20
Hybrid Sequential Recommender via Time-aware Attentive Memory Network
Wendi JiKeqiang WangXiaoling WangTingWei ChenAlexandra Cristea
2020-05-18
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
Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction
Jiexia YeJuanjuan ZhaoKejiang YeChengzhong Xu
2020-05-11
Inter-sequence Enhanced Framework for Personalized Sequential Recommendation
Feng LiuWeiwen LiuXutao LiYunming Ye
2020-04-25
Combining Visible Light and Infrared Imaging for Efficient Detection of Respiratory Infections such as COVID-19 on Portable Device
Zheng JiangMenghan HuLei FanYaling PanWei TangGuangtao ZhaiYong Lu
2020-04-15
Learning Furniture Compatibility with Graph Neural Networks
Luisa F. PolaniaMauricio FloresYiran LiMatthew Nokleby
2020-04-15
LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer Attention
| Junbo YinJianbing ShenChenye GuanDingfu ZhouRuigang Yang
2020-04-03
SiTGRU: Single-Tunnelled Gated Recurrent Unit for Abnormality Detection
Habtamu FantaZhiwen ShaoLizhuang Ma
2020-03-30
Tiny Eats: Eating Detection on a Microcontroller
Maria T. NyamukuruKofi M. Odame
2020-03-14
Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units
Zhanzhan ChengYunlu XuMingjian ChengYu QiaoShiliang PuYi NiuFei Wu
2020-02-26
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
Peiyan DongSiyue WangWei NiuChengming ZhangSheng LinZhengang LiYifan GongBin RenXue LinYanzhi WangDingwen Tao
2020-02-19
Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner
Yunlu WangMenghan HuQingli LiXiao-Ping ZhangGuangtao ZhaiNan Yao
2020-02-12
A Spike in Performance: Training Hybrid-Spiking Neural Networks with Quantized Activation Functions
Aaron R. VoelkerDaniel RasmussenChris Eliasmith
2020-02-10
Convolutional Embedding for Edit Distance
Xinyan DaiXiao YanKaiwen ZhouYuxuan WangHan YangJames Cheng
2020-01-31
Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs
Tankut CanKamesh KrishnamurthyDavid J. Schwab
2020-01-31
A Study of Pyramid Structure for Code Correction
Shan HuangXiao ZhouSang Chin
2020-01-28
Touchless Typing using Head Movement-based Gestures
Shivam RustagiAakash GargPranay Raj AnandRajesh KumarYaman KumarRajiv Ratn Shah
2020-01-24
DDSP: Differentiable Digital Signal Processing
| Jesse EngelLamtharn HantrakulChenjie GuAdam Roberts
2020-01-14
Macromolecule Classification Based on the Amino-acid Sequence
Faisal GhaffarSarwar KhanGaddisa O.Chen Yu-jhen
2020-01-06
GATO: Gates Are Not the Only Option
Anonymous
2020-01-01
Amharic-Arabic Neural Machine Translation
Ibrahim GashawH L Shashirekha
2019-12-26
Learning functionals via LSTM neural networks for predicting vessel dynamics in extreme sea states
José del Águila FerrandisMichael TriantafyllouChryssostomos ChryssostomidisGeorge Karniadakis
2019-12-23
Learning Malware Representation based on Execution Sequences
Yi-Ting HuangTing-Yi ChenYeali S. SunMeng Chang Chen
2019-12-16
Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data
Amir Bahador ParsaRishabh Singh ChauhanHoma TaghipourSybil DerribleAbolfazl Mohammadian
2019-12-15
Seizure Prediction Using Bidirectional LSTM
Hazrat AliFeroz KarimJunaid Javed QureshiAdnan Omer AbuassbaMohammad Farhad Bulbul
2019-12-13
VIBE: Video Inference for Human Body Pose and Shape Estimation
| Muhammed KocabasNikos AthanasiouMichael J. Black
2019-12-11
Oversampling Log Messages Using a Sequence Generative Adversarial Network for Anomaly Detection and Classification
Amir FarzadT. Aaron Gulliver
2019-12-09
A Model-driven and Data-driven Fusion Framework for Accurate Air Quality Prediction
Haolin FeiXiaofeng WuChunbo Luo
2019-12-06
Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes
| Greg Yang
2019-12-01
One-Shot Pruning of Recurrent Neural Networks by Jacobian Spectrum Evaluation
Matthew Shunshi ZhangBradly Stadie
2019-11-30
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks
Julia El ZiniYara RizkMariette Awad
2019-11-26
Improving Polyphonic Music Models with Feature-Rich Encoding
| Omar Peracha
2019-11-26
Gating Revisited: Deep Multi-layer RNNs That Can Be Trained
| Mehmet Ozgur TurkogluStefano D'AroncoJan Dirk WegnerKonrad Schindler
2019-11-25
Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment
Siddharth BiswalCao XiaoLucas M. GlassElizabeth MilkovitsJimeng Sun
2019-11-23
Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network
| Wenxiang JiaoMichael R. LyuIrwin King
2019-11-20
Comparison of Deep learning models on time series forecasting : a case study of Dissolved Oxygen Prediction
| Hongqian Qin
2019-11-17
Evaluation of Three Deep Learning Models for Early Crop Classification Using Sentinel-1A Imagery Time Series—A Case Study in Zhanjiang, China
Hongwei ZhaoZhongxin ChenHao JiangWenlong JingLiang SunMin Feng 6
2019-11-15
A unified sequence-to-sequence front-end model for Mandarin text-to-speech synthesis
Junjie PanXiang YinZhiling ZhangShichao LiuYang ZhangZejun MaYuxuan Wang
2019-11-11
Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions
Emily L. AikenAndre T. NguyenMauricio Santillana
2019-11-06
Detect Toxic Content to Improve Online Conversations
Deepshi MedirattaNikhil Oswal
2019-10-29
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes
| Greg Yang
2019-10-28
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
Shumin DengNingyu ZhangJiaojian KangYichi ZhangWei ZhangHuajun Chen
2019-10-25
Using Segmentation Masks in the ICCV 2019 Learning to Drive Challenge
| Antonia LovjerMinsu YeomBenedikt D. SchiffererIddo Drori
2019-10-23
Discovering the Compositional Structure of Vector Representations with Role Learning Networks
| Paul SoulosTom McCoyTal LinzenPaul Smolensky
2019-10-21
Enhancing Recurrent Neural Networks with Sememes
Yujia QinFanchao QiSicong OuyangZhiyuan LiuCheng YangYasheng WangQun LiuMaosong Sun
2019-10-20
Imperial College London Submission to VATEX Video Captioning Task
Ozan CaglayanZixiu WuPranava MadhyasthaJosiah WangLucia Specia
2019-10-16
Deep Transfer Learning for Source Code Modeling
| Yasir HussainZhiqiu HuangYu ZhouSenzhang Wang
2019-10-12
Aff-Wild Database and AffWildNet
Mengyao LiuDimitrios Kollias
2019-10-11
False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics
| Gautam Raj ModePrasad CalyamKhaza Anuarul Hoque
2019-10-03
LabelSens: Enabling Real-time Sensor Data Labelling at the point of Collection on Edge Computing
Kieran WoodwardEiman KanjoAndreas Oikonomou
2019-10-03
Mental Task Classification Using Electroencephalogram Signal
Zeyu BaiRuizhi YangYouzhi Liang
2019-10-02
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction
Xiangbo ShuLiyan ZhangGuo-Jun QiWei LiuJinhui Tang
2019-09-29
Weakly Supervised Energy-Based Learning for Action Segmentation
| Jun LiPeng LeiSinisa Todorovic
2019-09-28
The Ant Swarm Neuro-Evolution Procedure for Optimizing Recurrent Networks
AbdElRahman A. ElSaidAlexander G. OrorbiaTravis J. Desell
2019-09-26
Speech Recognition with Augmented Synthesized Speech
Andrew RosenbergYu ZhangBhuvana RamabhadranYe JiaPedro MorenoYonghui WuZelin Wu
2019-09-25
Analyzing Recurrent Neural Network by Probabilistic Abstraction
Guoliang DongJingyi WangJun SunYang ZhangXinyu WangTing DaiJin Song Dong
2019-09-22
Spoken Speech Enhancement using EEG
Gautam KrishnaCo TranYan HanMason CarnahanAhmed H Tewfik
2019-09-13
GEN: Highly Efficient SMILES Explorer Using Autodidactic Generative Examination Networks
| Ruud van DeursenPeter ErtlIgor V. TetkoGuillaume Godin
2019-09-10
Language learning using Speech to Image retrieval
| Danny MerkxStefan L. FrankMirjam Ernestus
2019-09-09
Neural Feature Extraction for Contextual Emotion Detection
Elham MohammadiHessam AminiLeila Kosseim
2019-09-01
Incremental Binarization On Recurrent Neural Networks For Single-Channel Source Separation
Sunwoo KimMrinmoy MaityMinje Kim
2019-08-23
Entropy-Enhanced Multimodal Attention Model for Scene-Aware Dialogue Generation
Kuan-Yen LinChao-Chun HsuYun-Nung ChenLun-Wei Ku
2019-08-22
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis
| Gabriele PergolaLin GuiYulan He
2019-08-18
LSTM vs. GRU vs. Bidirectional RNN for script generation
Sanidhya MangalPoorva JoshiRahul Modak
2019-08-12
Falls Prediction in eldery people using Gated Recurrent Units
Marcin RadzioMaciej WielgoszMatej Mertik
2019-08-02
Emotion Detection in Text: Focusing on Latent Representation
| Armin SeyeditabariNarges TabariShafie GholizadehWlodek Zadrozny
2019-07-22
Adversarial Video Generation on Complex Datasets
Aidan ClarkJeff DonahueKaren Simonyan
2019-07-15
Visual Tracking via Dynamic Memory Networks
Tianyu YangAntoni B. Chan
2019-07-12
Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning
| Yu ZhangRon J. WeissHeiga ZenYonghui WuZhifeng ChenRJ Skerry-RyanYe JiaAndrew RosenbergBhuvana Ramabhadran
2019-07-09
Supervised Symbolic Music Style Translation Using Synthetic Data
| Ondřej CífkaUmut ŞimşekliGaël Richard
2019-07-04
Neural News Recommendation with Long- and Short-term User Representations
Mingxiao AnFangzhao WuChuhan WuKun ZhangZheng LiuXing Xie
2019-07-01
DeepAcid: Classification of macromolecule type based on sequences of amino acids
| Sarwar Khan
2019-07-01
Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market Comments
| Chung-Chi ChenHen-Hsen HuangHiroya TakamuraHsin-Hsi Chen
2019-07-01
Transfer Learning for Causal Sentence Detection
Manolis KyriakakisIon AndroutsopoulosJoan Ginés i AmetlléArtur Saudabayev
2019-06-18
Dilated Convolution with Dilated GRU for Music Source Separation
Jen-Yu LiuYi-Hsuan Yang
2019-06-04
Gated recurrent units viewed through the lens of continuous time dynamical systems
Ian D. JordanPiotr Aleksander SokolIl Memming Park
2019-06-03
Attention Neural Model for Temporal Relation Extraction
Sijia LiuLiwei WangVipin ChaudharyHongfang Liu
2019-06-01
Towards Natural and Accurate Future Motion Prediction of Humans and Animals
Zhenguang Liu Shuang Wu Shuyuan Jin Qi Liu Shijian Lu Roger Zimmermann Li Cheng
2019-06-01
Tweet Stance Detection Using an Attention based Neural Ensemble Model
Umme Aymun SiddiquaAbu Nowshed ChyMasaki Aono
2019-06-01
EPITA-ADAPT at SemEval-2019 Task 3: Detecting emotions in textual conversations using deep learning models combination
Abdessalam BouchekifPraveen JoshiLatifa BouchekifHaithem Afli
2019-06-01
Learning distant cause and effect using only local and immediate credit assignment
| David RawlinsonAbdelrahman AhmedGideon Kowadlo
2019-05-28
Transcribing Content from Structural Images with Spotlight Mechanism
Yu YinZhenya HuangEnhong ChenQi LiuFuzheng ZhangXing XieGuoping Hu
2019-05-27
Dynamic Cell Structure via Recursive-Recurrent Neural Networks
Xin QianMatthew KennedyDiego Klabjan
2019-05-25
POPQORN: Quantifying Robustness of Recurrent Neural Networks
| Ching-Yun KoZhaoyang LyuTsui-Wei WengLuca DanielNgai WongDahua Lin
2019-05-17
A Stock Selection Method Based on Earning Yield Forecast Using Sequence Prediction Models
Jessie Sun
2019-05-13
The Expressive Power of Gated Recurrent Units as a Continuous Dynamical System
Ian D. JordanPiotr Aleksander SokolIl Memming Park
2019-05-01
DON’T JUDGE A BOOK BY ITS COVER - ON THE DYNAMICS OF RECURRENT NEURAL NETWORKS
Doron HavivAlexander RivkindOmri Barak
2019-05-01
Learning Longer-term Dependencies via Grouped Distributor Unit
Wei LuoFeng Yu
2019-04-29
Multi-modal gated recurrent units for image description
Xuelong LiAihong YuanXiaoqiang Lu
2019-04-20
Identifying Offensive Posts and Targeted Offense from Twitter
Haimin ZhangDebanjan MahataSimra ShahidLaiba MehnazSarthak AnandYaman SinglaRajiv Ratn ShahKaran Uppal
2019-04-19
HiGRU: Hierarchical Gated Recurrent Units for Utterance-level Emotion Recognition
| Wenxiang JiaoHaiqin YangIrwin KingMichael R. Lyu
2019-04-09
A New GAN-based End-to-End TTS Training Algorithm
Haohan GuoFrank K. SoongLei HeLei Xie
2019-04-09
Taco-VC: A Single Speaker Tacotron based Voice Conversion with Limited Data
Roee Levy LeshemRaja Giryes
2019-04-06
Multi-reference Tacotron by Intercross Training for Style Disentangling,Transfer and Control in Speech Synthesis
Yanyao BianChangbin ChenYongguo KangZhenglin Pan
2019-04-04
Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters
Evgeny KimRoman Klinger
2019-03-29
Joint training framework for text-to-speech and voice conversion using multi-source Tacotron and WaveNet
Mingyang ZhangXin WangFuming FangHaizhou LiJunichi Yamagishi
2019-03-29
On Attribution of Recurrent Neural Network Predictions via Additive Decomposition
Mengnan DuNinghao LiuFan YangShuiwang JiXia Hu
2019-03-27
Bidirectional Recurrent Models for Offensive Tweet Classification
Aleix CambrayNorbert Podsadowski
2019-03-19
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data
| Moonsu HanMinki KangHyunwoo JungSung Ju Hwang
2019-03-14
Graph Hierarchical Convolutional Recurrent Neural Network (GHCRNN) for Vehicle Condition Prediction
Mingming LuKunfang ZhangHaiying LiuNaixue Xiong
2019-03-12
Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning
Nayyer AafaqNaveed AkhtarWei LiuSyed Zulqarnain GilaniAjmal Mian
2019-02-27
Insights into LSTM Fully Convolutional Networks for Time Series Classification
| Fazle KarimSomshubra MajumdarHoushang Darabi
2019-02-27
An Optimized Recurrent Unit for Ultra-Low-Power Keyword Spotting
Justice AmohKofi Odame
2019-02-13
Multi-task Learning for Target-dependent Sentiment Classification
| Divam GuptaKushagra SinghSoumen ChakrabartiTanmoy Chakraborty
2019-02-08
Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution
| Alexander OrorbiaAhmed Ahmed ElsaidTravis Desell
2019-02-06
Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks
Alireza NejadettehadHamid MahiniBehnam Bahrak
2019-01-29
Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs
Dar GilboaBo ChangMinmin ChenGreg YangSamuel S. SchoenholzEd H. ChiJeffrey Pennington
2019-01-25
Recurrent Neural Networks for Time Series Forecasting
Gábor Petneházi
2019-01-01
A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction
Ming DongL. S. Grumbach
2018-12-09
HitNet: Hybrid Ternary Recurrent Neural Network
Peiqi WangXinfeng XieLei DengGuoqi LiDongsheng WangYuan Xie
2018-12-01
Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts
Elena TutubalinaZulfat MiftahutdinovSergey NikolenkoValentin Malykh
2018-11-28
Recurrent Attention Unit
Guoqiang ZhongGuohua YueXiao Ling
2018-10-30
Counting in Language with RNNs
Heng xin FunSergiy V BokhnyakFrancesco Saverio Zuppichini
2018-10-29
Investigation of enhanced Tacotron text-to-speech synthesis systems with self-attention for pitch accent language
| Yusuke YasudaXin WangShinji TakakiJunichi Yamagishi
2018-10-29
Exploiting Contextual Information via Dynamic Memory Network for Event Detection
| Shaobo LiuRui ChengXiaoming YuXueqi Cheng
2018-10-03
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning
Sotiris LamprinidisDaniel HardtDirk Hovy
2018-10-01
Non-local NetVLAD Encoding for Video Classification
Yongyi TangXing ZhangJingwen WangShaoxiang ChenLin MaYu-Gang Jiang
2018-09-29
Bidirectional Attentional Encoder-Decoder Model and Bidirectional Beam Search for Abstractive Summarization
Kamal Al-SabahiZhang ZupingYang Kang
2018-09-18
Classifying Process Instances Using Recurrent Neural Networks
Markku HinkkaTeemu LehtoKeijo HeljankoAlexander Jung
2018-09-16
Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge
| Debanjan ChaudhuriAgustinus KristiadiJens LehmannAsja Fischer
2018-09-10
The Lower The Simpler: Simplifying Hierarchical Recurrent Models
Chao WangHui Jiang
2018-09-08
Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection
Prabod RathnayakaSupun AbeysingheChamod SamarajeewaIsura ManchanayakeMalaka Walpola
2018-09-05
Accelerating Beam Sweeping in mmWave Standalone 5G New Radios using Recurrent Neural Networks
Asim MazinMohamed ElkourdiRichard D. Gitlin
2018-09-04
Pivot Correlational Neural Network for Multimodal Video Categorization
Sunghun KangJunyeong KimHyunsoo ChoiSungjin KimChang D. Yoo
2018-09-01
Semi-Supervised Training for Improving Data Efficiency in End-to-End Speech Synthesis
Yu-An ChungYuxuan WangWei-Ning HsuYu ZhangRJ Skerry-Ryan
2018-08-30
Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction
MD Zadid KhanSakib Mahmud KhanMashrur ChowdhuryKakan Dey
2018-08-15
Relational dynamic memory networks
Trang PhamTruyen TranSvetha Venkatesh
2018-08-10
MCRM: Mother Compact Recurrent Memory
| Abduallah A. MohamedChristian Claudel
2018-08-04
Predicting Expressive Speaking Style From Text In End-To-End Speech Synthesis
Daisy StantonYuxuan WangRJ Skerry-Ryan
2018-08-04
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction
| Bo YangSen WangAndrew MarkhamNiki Trigoni
2018-08-02
Adaptive Weighting for Neural Machine Translation
| Yachao LiJunhui LiMin Zhang
2018-08-01
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis
| Shuqin GuLipeng ZhangYuexian HouYin Song
2018-08-01
Attending Sentences to detect Satirical Fake News
Sohan De SarkarFan YangArjun Mukherjee
2018-08-01
Improving on Q & A Recurrent Neural Networks Using Noun-Tagging
Erik PartridgeJack SklarOmar El-lakany
2018-07-12
Representation Learning with Contrastive Predictive Coding
| Aaron van den OordYazhe LiOriol Vinyals
2018-07-10
Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction
Xiangxi ShiJianfei CaiJiuxiang GuShafiq Joty
2018-07-08
Exploring End-to-End Techniques for Low-Resource Speech Recognition
Vladimir BataevMaxim KorenevskyIvan MedennikovAlexander Zatvornitskiy
2018-07-02
Voice Imitating Text-to-Speech Neural Networks
Younggun LeeTaesu KimSoo-Young Lee
2018-06-04
Lyb3b at SemEval-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension Task
Yongbin LiXiaobing Zhou
2018-06-01
Show Me a Story: Towards Coherent Neural Story Illustration
Hareesh RaviLezi WangCarlos MunizLeonid SigalDimitris MetaxasMubbasir Kapadia
2018-06-01
Chief complaint classification with recurrent neural networks
Scott H LeeDrew LevinPat FinleyCharles M Heilig
2018-05-19
Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks
Hyoungwook NamSegwang KimKyomin Jung
2018-05-19
On the Practical Computational Power of Finite Precision RNNs for Language Recognition
Gail WeissYoav GoldbergEran Yahav
2018-05-13
Towards High Performance Video Object Detection for Mobiles
| Xizhou ZhuJifeng DaiXingchi ZhuYichen WeiLu Yuan
2018-04-16
Trajectory Factory: Tracklet Cleaving and Re-connection by Deep Siamese Bi-GRU for Multiple Object Tracking
Cong MaChangshui YangFan YangYueqing ZhuangZiwei ZhangHuizhu JiaXiaodong Xie
2018-04-12
Attention-based End-to-End Models for Small-Footprint Keyword Spotting
Changhao ShanJunbo ZhangYujun WangLei Xie
2018-03-29
Motion-Appearance Co-Memory Networks for Video Question Answering
Jiyang GaoRunzhou GeKan ChenRam Nevatia
2018-03-29
Light Gated Recurrent Units for Speech Recognition
Mirco RavanelliPhilemon BrakelMaurizio OmologoYoshua Bengio
2018-03-26
Image Recognition Using Scale Recurrent Neural Networks
Dong-Qing Zhang
2018-03-25
Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron
| RJ Skerry-RyanEric BattenbergYing XiaoYuxuan WangDaisy StantonJoel ShorRon J. WeissRob ClarkRif A. Saurous
2018-03-24
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis
| Yuxuan WangDaisy StantonYu ZhangRJ Skerry-RyanEric BattenbergJoel ShorYing XiaoFei RenYe JiaRif A. Saurous
2018-03-23
Learning Dynamic Memory Networks for Object Tracking
| Tianyu YangAntoni B. Chan
2018-03-20
LCANet: End-to-End Lipreading with Cascaded Attention-CTC
Kai XuDawei LiNick CassimatisXiaolong Wang
2018-03-13
The emergent algebraic structure of RNNs and embeddings in NLP
Sean A. Cantrell
2018-03-07
On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network
| Yuanhang SuC. -C. Jay Kuo
2018-02-27
Effective Quantization Approaches for Recurrent Neural Networks
Md Zahangir AlomAdam T MoodyNaoya MaruyamaBrian C Van EssenTarek M. Taha
2018-02-07
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification
| Subhrajit RoyIsabell Kiral-KornekStefan Harrer
2018-01-30
Siamese Neural Networks with Random Forest for detecting duplicate question pairs
Ameya GodboleAman DalmiaSunil Kumar Sahu
2018-01-22
Gated Recurrent Networks for Seizure Detection
Meysam GolmohammadiSaeedeh ZiyabariVinit ShahEva Von WeltinChristopher CampbellIyad ObeidJoseph Picone
2018-01-03
Folded Recurrent Neural Networks for Future Video Prediction
| Marc OliuJavier SelvaSergio Escalera
2017-12-01
Preventing Gradient Explosions in Gated Recurrent Units
Sekitoshi KanaiYasuhiro FujiwaraSotetsu Iwamura
2017-12-01
Emotional End-to-End Neural Speech Synthesizer
| Younggun LeeAzam RabieeSoo-Young Lee
2017-11-15
A Hierarchical Contextual Attention-based GRU Network for Sequential Recommendation
Qiang CuiShu WuYan HuangLiang Wang
2017-11-14
Uncovering Latent Style Factors for Expressive Speech Synthesis
Yuxuan WangRJ Skerry-RyanYing XiaoDaisy StantonJoel ShorEric BattenbergRob ClarkRif A. Saurous
2017-11-01
Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs)
Brad CarlileGuy DelamarterPaul KinneyAkiko MartiBrian Whitney
2017-10-27
Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks
Tolga ErgenAli Hassan MirzaSuleyman Serdar Kozat
2017-10-25
Discrete Event, Continuous Time RNNs
| Michael C. MozerDenis KazakovRobert V. Lindsey
2017-10-11
Network of Recurrent Neural Networks
Chao-Ming Wang
2017-10-10
Improving speech recognition by revising gated recurrent units
| Mirco RavanelliPhilemon BrakelMaurizio OmologoYoshua Bengio
2017-09-29
Learning of Colors from Color Names: Distribution and Point Estimation
Lyndon WhiteRoberto TogneriWei LiuMohammed Bennamoun
2017-09-27
A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data
| Abien Fred Agarap
2017-09-10
Classifying Frames at the Sentence Level in News Articles
Nona NaderiGraeme Hirst
2017-09-01
Integrating Order Information and Event Relation for Script Event Prediction
Zhongqing WangYue ZhangChing-Yun Chang
2017-09-01
YNUDLG at SemEval-2017 Task 4: A GRU-SVM Model for Sentiment Classification and Quantification in Twitter
Ming WangBiao ChuQingxun LiuXiaobing Zhou
2017-08-01
Composing Distributed Representations of Relational Patterns
| Sho TakaseNaoaki OkazakiKentaro Inui
2017-07-23
Automated Audio Captioning with Recurrent Neural Networks
| Konstantinos DrossosSharath AdavanneTuomas Virtanen
2017-06-30
Graph-based Neural Multi-Document Summarization
Michihiro YasunagaRui ZhangKshitijh MeeluAyush PareekKrishnan SrinivasanDragomir Radev
2017-06-20
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model
| Xingjian ShiZhihan GaoLeonard LausenHao WangDit-Yan YeungWai-kin WongWang-chun Woo
2017-06-12
Gated Recurrent Neural Tensor Network
Andros TjandraSakriani SaktiRuli ManurungMirna AdrianiSatoshi Nakamura
2017-06-07
Label-Dependencies Aware Recurrent Neural Networks
Yoann DupontMarco DinarelliIsabelle Tellier
2017-06-06
CRNN: A Joint Neural Network for Redundancy Detection
Xinyu FuEugene Ch'ngUwe AickelinSimon See
2017-06-04
Deep Voice 2: Multi-Speaker Neural Text-to-Speech
Sercan ArikGregory DiamosAndrew GibianskyJohn MillerKainan PengWei PingJonathan RaimanYanqi Zhou
2017-05-24
Efficiently applying attention to sequential data with the Recurrent Discounted Attention unit
Brendan MaginnisPierre H. Richemond
2017-05-23
Deep Speaker: an End-to-End Neural Speaker Embedding System
| Chao LiXiaokong MaBing JiangXiangang LiXuewei ZhangXiao LiuYing CaoAjay KannanZhenyao Zhu
2017-05-05
A GRU-Gated Attention Model for Neural Machine Translation
Biao ZhangDeyi XiongJinsong Su
2017-04-27
Diagonal RNNs in Symbolic Music Modeling
| Y. Cem SubakanParis Smaragdis
2017-04-18
What we really want to find by Sentiment Analysis: The Relationship between Computational Models and Psychological State
Hwiyeol JoSoo-Min KimJeong Ryu
2017-04-11
Neural Message Passing for Quantum Chemistry
| Justin GilmerSamuel S. SchoenholzPatrick F. RileyOriol VinyalsGeorge E. Dahl
2017-04-04
Tacotron: Towards End-to-End Speech Synthesis
| Yuxuan WangRJ Skerry-RyanDaisy StantonYonghui WuRon J. WeissNavdeep JaitlyZongheng YangYing XiaoZhifeng ChenSamy BengioQuoc LeYannis AgiomyrgiannakisRob ClarkRif A. Saurous
2017-03-29
Ask Me Even More: Dynamic Memory Tensor Networks (Extended Model)
| Govardana Sachithanandam RamachandranAjay Sohmshetty
2017-03-11
The Statistical Recurrent Unit
| Junier B. OlivaBarnabas PoczosJeff Schneider
2017-03-01
Gate-Variants of Gated Recurrent Unit (GRU) Neural Networks
Rahul DeyFathi M. Salem
2017-01-20
Simplified Minimal Gated Unit Variations for Recurrent Neural Networks
Joel HeckFathi M. Salem
2017-01-12
Chinese Preposition Selection for Grammatical Error Diagnosis
Hen-Hsen HuangYen-Chi ShaoHsin-Hsi Chen
2016-12-01
Capacity and Trainability in Recurrent Neural Networks
| Jasmine CollinsJascha Sohl-DicksteinDavid Sussillo
2016-11-29
Prototypical Recurrent Unit
Dingkun LongRichong ZhangYongyi Mao
2016-11-20
Learning long-term dependencies for action recognition with a biologically-inspired deep network
| Yemin ShiYonghong TianYaowei WangTiejun Huang
2016-11-16
Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition
Zhiyuan TangYing ShiDong WangYang FengShiyue Zhang
2016-09-28
Sentiment Classification of Food Reviews
Hua FengRuixi Lin
2016-09-07
Full Resolution Image Compression with Recurrent Neural Networks
| George TodericiDamien VincentNick JohnstonSung Jin HwangDavid MinnenJoel ShorMichele Covell
2016-08-18
Faster Training of Very Deep Networks Via p-Norm Gates
Trang PhamTruyen TranDinh PhungSvetha Venkatesh
2016-08-11
MuFuRU: The Multi-Function Recurrent Unit
Dirk WeissenbornTim Rocktäschel
2016-06-09
OPFI: A Tool for Opinion Finding in Polish
Aleks Wawerer
2016-05-01
Deep Gate Recurrent Neural Network
Yuan GaoDorota Glowacka
2016-04-11
Minimal Gated Unit for Recurrent Neural Networks
Guo-Bing ZhouJianxin WuChen-Lin ZhangZhi-Hua Zhou
2016-03-31
Dynamic Memory Networks for Visual and Textual Question Answering
| Caiming XiongStephen MerityRichard Socher
2016-03-04
An Empirical Comparison of Neural Architectures for Reinforcement Learning in Partially Observable Environments
Denis SteckelmacherPeter Vrancx
2015-12-17
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks
| Yarin GalZoubin Ghahramani
2015-12-16
Delving Deeper into Convolutional Networks for Learning Video Representations
| Nicolas BallasLi YaoChris PalAaron Courville
2015-11-19
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction
| Hyeonwoo NohPaul Hongsuck SeoBohyung Han
2015-11-18
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
| Ankit KumarOzan IrsoyPeter OndruskaMohit IyyerJames BradburyIshaan GulrajaniVictor ZhongRomain PaulusRichard Socher
2015-06-24
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
| Junyoung ChungCaglar GulcehreKyungHyun ChoYoshua Bengio
2014-12-11
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
| Kyunghyun ChoBart van MerrienboerCaglar GulcehreDzmitry BahdanauFethi BougaresHolger SchwenkYoshua Bengio
2014-06-03

Tasks

TASK PAPERS SHARE
Time Series 22 7.48%
Speech Synthesis 21 7.14%
Language Modelling 15 5.10%
Sentiment Analysis 12 4.08%
Speech Recognition 8 2.72%
Machine Translation 8 2.72%
Question Answering 7 2.38%
Text-To-Speech Synthesis 7 2.38%
EEG 5 1.70%

Components

COMPONENT TYPE
🤖 No Components Found You can add them if they exist; e.g. Mask R-CNN uses RoIAlign

Categories