Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

11 December 2014

Papers citing "Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling"

46 / 96 papers shown

Title
ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images Quan Van Nguyen Dan Quang Tran Huy Quang Pham Thang Kien-Bao Nguyen Nghia Hieu Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen CoGe 80 5 0 16 Apr 2024
Four-hour thunderstorm nowcasting using deep diffusion models of satellite Kuai Dai Xutao Li Junying Fang Yunming Ye Demin Yu Hui Su Di Xian Danyu Qin Jingsong Wang AI4Cl 83 1 0 16 Apr 2024
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration Hai-qun Wang Zhuoyuan Wang Dong Ni Yi Wang ViT MedIm 71 6 0 25 Mar 2024
Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain Jungwon Choi Hyungi Lee Byung-Hoon Kim Juho Lee 94 0 0 11 Mar 2024
Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset Pedro Ramoneda Minhee Lee Dasaem Jeong J. J. Valero-Mas Xavier Serra 201 1 0 06 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 146 87 0 05 Mar 2024
ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment Yang Luo Zhuo Chen Lingbing Guo Qian Li Wenxuan Zeng Zhixin Cai Jianxin Li 102 5 0 16 Feb 2024
Streaming Sequence Transduction through Dynamic Compression Weiting Tan Yunmo Chen Tongfei Chen Guanghui Qin Haoran Xu Heidi C. Zhang Benjamin Van Durme Philipp Koehn 83 2 0 02 Feb 2024
SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks Azmine Toushik Wasi MD Shafikul Islam Adipto Raihan Akib 62 3 0 27 Jan 2024
Asynchronous Graph Generator Christopher P. Ley Felipe Tobar AI4TS 75 0 0 29 Sep 2023
OmniDrones: An Efficient and Flexible Platform for Reinforcement Learning in Drone Control Botian Xu Feng Gao Chao Yu Chao Yu Yi Wu Yu Wang 54 29 0 22 Sep 2023
Generative chemistry: drug discovery with deep learning generative models Yuemin Bian X. Xie AI4CE 67 95 0 20 Aug 2020
Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos Xiaoye Qu Peng Tang Zhikang Zhou Yu Cheng Jianfeng Dong Pan Zhou 54 92 0 06 Aug 2020
Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis Ye Yuan Kris Kitani 108 75 0 12 Jun 2020
Predictively Encoded Graph Convolutional Network for Noise-Robust Skeleton-based Action Recognition Jongmin Yu Yongsang Yoon M. Jeon 119 46 0 17 Mar 2020
Transferring Cross-domain Knowledge for Video Sign Language Recognition Dongxu Li Xin Yu Chenchen Xu L. Petersson Hongdong Li SLR 81 104 0 08 Mar 2020
A Dataset Independent Set of Baselines for Relation Prediction in Argument Mining O. Cocarascu Elena Cabrio S. Villata Francesca Toni 66 7 0 14 Feb 2020
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging Antoine Guillot F. Sauvet E. During Valentin Thorey 73 105 0 31 Oct 2019
Conversational Emotion Analysis via Attention Mechanisms Zheng Lian J. Tao Bin Liu Jian Huang 31 27 0 24 Oct 2019
Language model integration based on memory control for sequence to sequence speech recognition Aaron Springer Shinji Watanabe Takaaki Hori M. Baskar Hirofumi Inaguma Jesus Villalba Najim Dehak KELM 59 5 0 06 Nov 2018
On the Benefit of Combining Neural, Statistical and External Features for Fake News Identification Gaurav Bhatt Aman Sharma Shivam Sharma Ankush Nagpal Balasubramanian Raman A. Mittal 40 27 0 11 Dec 2017
Deep Reinforcement Learning for De-Novo Drug Design Mariya Popova Olexandr Isayev Alexander Tropsha 62 1,025 0 29 Nov 2017
Learning a bidirectional mapping between human whole-body motion and natural language using deep recurrent neural networks Matthias Plappert Christian Mandery Tamim Asfour 3DH 86 131 0 18 May 2017
Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction Wen Sun Arun Venkatraman Geoffrey J. Gordon Byron Boots J. Andrew Bagnell 101 235 0 03 Mar 2017
Neural Map: Structured Memory for Deep Reinforcement Learning Emilio Parisotto Ruslan Salakhutdinov 52 258 0 27 Feb 2017
Deep Voice: Real-time Neural Text-to-Speech Sercan O. Arik Mike Chrzanowski Adam Coates G. Diamos Andrew Gibiansky ... John Miller Andrew Ng Jonathan Raiman Shubho Sengupta Mohammad Shoeybi 61 614 0 25 Feb 2017
QCD-Aware Recursive Neural Networks for Jet Physics Gilles Louppe Kyunghyun Cho C. Becot Kyle Cranmer BDL 71 189 0 02 Feb 2017
Temporal Overdrive Recurrent Neural Network F. Bianchi Michael C. Kampffmeyer E. Maiorino Robert Jenssen AI4TS 111 9 0 18 Jan 2017
Simplified Minimal Gated Unit Variations for Recurrent Neural Networks Joel Heck F. Salem 41 71 0 12 Jan 2017
Neural Personalized Response Generation as Domain Adaptation Weinan Zhang Ting Liu Yifa Wang Qingfu Zhu 49 105 0 09 Jan 2017
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 111 222 0 28 Dec 2016
Deep Learning and Its Applications to Machine Health Monitoring: A Survey Rui Zhao Ruqiang Yan Zhenghua Chen K. Mao Peng Wang Ruize Gao AI4CE 53 164 0 16 Dec 2016
A multi-task learning model for malware classification with useful file access pattern from API call sequence Xin Eric Wang Siu-Ming Yiu 79 30 0 19 Oct 2016
Structured Inference Networks for Nonlinear State Space Models Rahul G. Krishnan Uri Shalit David Sontag BDL 73 454 0 30 Sep 2016
Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks Cristóbal Esteban O. Staeck Yinchong Yang Volker Tresp 45 154 0 08 Feb 2016
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 275 20,491 0 10 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 151 6,760 0 03 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 383 27,205 0 01 Sep 2014
Learned-Norm Pooling for Deep Feedforward and Recurrent Neural Networks Çağlar Gülçehre Kyunghyun Cho Razvan Pascanu Yoshua Bengio 60 170 0 07 Nov 2013
Pylearn2: a machine learning research library Ian Goodfellow David Warde-Farley Pascal Lamblin Vincent Dumoulin M. Berk Mirza Razvan Pascanu James Bergstra Frédéric Bastien Yoshua Bengio MU 57 305 0 20 Aug 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 104 4,025 0 04 Aug 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 152 8,503 0 22 Mar 2013
Advances in Optimizing Recurrent Networks Yoshua Bengio Nicolas Boulanger-Lewandowski Razvan Pascanu ODL 66 522 0 04 Dec 2012
Theano: new features and speed improvements Frédéric Bastien Pascal Lamblin Razvan Pascanu James Bergstra Ian Goodfellow Arnaud Bergeron Nicolas Bouchard David Warde-Farley Yoshua Bengio 63 1,420 0 23 Nov 2012
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 128 5,318 0 21 Nov 2012
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription Nicolas Boulanger-Lewandowski Yoshua Bengio Pascal Vincent 103 700 0 27 Jun 2012