Recurrent Neural Network Regularization

8 September 2014

Papers citing "Recurrent Neural Network Regularization"

24 / 274 papers shown

Title
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 15 117 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 21 126 0 17 Nov 2015
Action Recognition using Visual Attention Shikhar Sharma Ryan Kiros Ruslan Salakhutdinov 24 666 0 12 Nov 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Wenjie Qu Yoshua Bengio 35 213 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 12 760 0 22 Sep 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 20 945 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 18 294 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 121 10,008 0 10 Feb 2015
Efficient batchwise dropout training using submatrices Ben Graham Jeremy Reizenstein Leigh Robinson 21 14 0 09 Feb 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 21 5,556 0 07 Dec 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 68 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 41 3 0 21 Oct 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 36 555 0 17 Oct 2014