Recurrent Neural Network Regularization

8 September 2014

Papers citing "Recurrent Neural Network Regularization"

40 / 289 papers shown

Title
Tracking Human-like Natural Motion Using Deep Recurrent Neural Networks Youngbin Park Sungphill Moon I. Suh 3DH 12 11 0 15 Apr 2016
Learning Global Features for Coreference Resolution Sam Wiseman Alexander M. Rush Stuart M. Shieber 18 195 0 11 Apr 2016
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding Aaron Jaech Larry Heck Mari Ostendorf 15 78 0 01 Apr 2016
Minimal Gated Unit for Recurrent Neural Networks Guoxiang Zhou Jianxin Wu Chen-Da Liu-Zhang Zhi-Hua Zhou 31 326 0 31 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 29 222 0 16 Mar 2016
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation Zhicheng Yan Huatian Zhang Yangqing Jia Thomas Breuel Yizhou Yu SSeg 27 41 0 15 Mar 2016
A Latent Variable Recurrent Neural Network for Discourse Relation Language Models Yangfeng Ji Gholamreza Haffari Jacob Eisenstein BDL 29 126 0 07 Mar 2016
Noisy Activation Functions Çağlar Gülçehre Marcin Moczulski Misha Denil Yoshua Bengio 9 283 0 01 Mar 2016
Segmental Recurrent Neural Networks for End-to-end Speech Recognition Liang Lu Lingpeng Kong Chris Dyer Noah A. Smith Steve Renals 18 81 0 01 Mar 2016
Recurrent Orthogonal Networks and Long-Memory Tasks Mikael Henaff Arthur Szlam Yann LeCun 14 130 0 22 Feb 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 16 60 0 06 Feb 2016
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling Gakuto Kurata Bing Xiang Bowen Zhou Mo Yu 24 125 0 07 Jan 2016
Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency Shiliang Zhang Cong Liu Hui Jiang Si Wei Lirong Dai Yu Hu 29 75 0 28 Dec 2015
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 22 1,642 0 16 Dec 2015
Generating News Headlines with Recurrent Neural Networks Konstantin Lopyrev 18 117 0 05 Dec 2015
Multilingual Language Processing From Bytes D. Gillick Clifford Brunk Oriol Vinyals A. Subramanya 30 223 0 01 Dec 2015
rnn : Recurrent Library for Torch Nicholas Léonard Sagar M. Waghmare Yang Wang Jin-Hwa Kim 17 42 0 24 Nov 2015
Adding Gradient Noise Improves Learning for Very Deep Networks Arvind Neelakantan Luke Vilnis Quoc V. Le Ilya Sutskever Lukasz Kaiser Karol Kurach James Martens AI4CE ODL 27 541 0 21 Nov 2015
Variable Rate Image Compression with Recurrent Neural Networks G. Toderici Sean M. O'Malley S. Hwang Damien Vincent David C. Minnen S. Baluja Michele Covell Rahul Sukthankar 24 667 0 19 Nov 2015
Recurrent Neural Networks Hardware Implementation on FPGA Andre Xian Ming Chang B. Martini Eugenio Culurciello 27 126 0 17 Nov 2015
Uncovering Temporal Context for Video Question and Answering Linchao Zhu Zhongwen Xu Yi Yang Alexander G. Hauptmann BDL 27 44 0 15 Nov 2015
Action Recognition using Visual Attention Shikhar Sharma Ryan Kiros Ruslan Salakhutdinov 24 666 0 12 Nov 2015
Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning Pingbo Pan Zhongwen Xu Yi Yang Fei Wu Yueting Zhuang 24 385 0 11 Nov 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Wenjie Qu Yoshua Bengio 38 213 0 05 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 50 1,128 0 02 Oct 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 14 760 0 22 Sep 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic Pei-hao Su David Vandyke S. Young 22 945 0 07 Aug 2015
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation Marijn F. Stollenga Wonmin Byeon Marcus Liwicki Jürgen Schmidhuber 23 294 0 24 Jun 2015
Tree-structured composition in neural networks without tree-structured architectures Samuel R. Bowman Christopher D. Manning Christopher Potts 31 75 0 16 Jun 2015
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter LM&Ro 29 242 0 12 Jun 2015
Learning Temporal Embeddings for Complex Video Analysis Vignesh Ramanathan K. Tang Greg Mori Li Fei-Fei 34 71 0 02 May 2015
Describing Videos by Exploiting Temporal Structure L. Yao Atousa Torabi Kyunghyun Cho Nicolas Ballas C. Pal Hugo Larochelle Aaron Courville 61 1,062 0 27 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 127 10,008 0 10 Feb 2015
Efficient batchwise dropout training using submatrices Ben Graham Jeremy Reizenstein Leigh Robinson 23 14 0 09 Feb 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 24 5,556 0 07 Dec 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 74 5,993 0 17 Nov 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 94 6,032 0 17 Nov 2014
Regularizing Recurrent Networks - On Injected Noise and Norm-based Methods Saahil Ognawala Justin Bayer 44 3 0 21 Oct 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 36 555 0 17 Oct 2014