Recurrent Neural Network Regularization

8 September 2014

Papers citing "Recurrent Neural Network Regularization"

50 / 289 papers shown

Title
Sentence Simplification with Memory-Augmented Neural Networks Tu Vu Baotian Hu Tsendsuren Munkhdalai Hong-ye Yu 22 57 0 20 Apr 2018
Natural Language Statistical Features of LSTM-generated Texts Marco Lippi M. Montemurro M. Degli Esposti G. Cristadoro DeLMO 10 71 0 10 Apr 2018
Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present Xinpeng Chen Lin Ma Wenhao Jiang Jian Yao Wei Liu 17 92 0 30 Mar 2018
Reservoir computing approaches for representation and classification of multivariate time series F. Bianchi Simone Scardapane Sigurd Løkse Robert Jenssen AI4TS 22 141 0 21 Mar 2018
From Nodes to Networks: Evolving Recurrent Neural Networks Aditya Rawal Risto Miikkulainen 13 53 0 12 Mar 2018
Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches Yeming Wen Paul Vicol Jimmy Ba Dustin Tran Roger C. Grosse BDL 22 307 0 12 Mar 2018
Avoiding overfitting of multilayer perceptrons by training derivatives V. Avrutskiy 28 4 0 28 Feb 2018
End-to-End Automatic Speech Translation of Audiobooks Alexandre Berard Laurent Besacier A. Kocabiyikoglu Olivier Pietquin 80 190 0 12 Feb 2018
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 33 682 0 06 Dec 2017
Learning Neural Markers of Schizophrenia Disorder Using Recurrent Neural Networks J. Dakka P. Bashivan Mina Gheiratmand Irina Rish S. Jha Russell Greiner 29 49 0 01 Dec 2017
DeepWear: Adaptive Local Offloading for On-Wearable Deep Learning Mengwei Xu Feng Qian Mengze Zhu Feifan Huang Saumay Pushp Xuanzhe Liu 36 23 0 01 Dec 2017
Code Completion with Neural Attention and Pointer Networks Jian Li Yue Wang M. Lyu Irwin King 26 235 0 27 Nov 2017
Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks Weiyue Wang Qiangui Huang Suya You Chao Yang Ulrich Neumann GAN 3DPC 55 167 0 17 Nov 2017
Evaluating prose style transfer with the Bible Keith Carlson A. Riddell D. Rockmore 30 53 0 13 Nov 2017
Neural Language Modeling by Jointly Learning Syntax and Lexicon Songlin Yang Zhouhan Lin Chin-Wei Huang Aaron Courville 40 178 0 02 Nov 2017
Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples Pavlos Vougiouklis Hady ElSahar Lucie-Aimée Kaffee Christophe Gravier F. Laforest Jonathon S. Hare Elena Simperl 18 69 0 01 Nov 2017
On the Effective Use of Pretraining for Natural Language Inference Ignacio Cases Minh-Thang Luong Christopher Potts 33 6 0 05 Oct 2017
Improving Lexical Choice in Neural Machine Translation Toan Q. Nguyen David Chiang 29 86 0 03 Oct 2017
Language Modeling with Highway LSTM Gakuto Kurata Bhuvana Ramabhadran G. Saon A. Sethy AI4TS 21 38 0 19 Sep 2017
Learning Intrinsic Sparse Structures within Long Short-Term Memory W. Wen Yuxiong He Samyam Rajbhandari Minjia Zhang Wenhan Wang Fang Liu Bin Hu Yiran Chen H. Li MQ 35 140 0 15 Sep 2017
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders N. M. Rad S. M. Kia Calogero Zarbo Twan van Laarhoven Giuseppe Jurman Paola Venuti E. Marchiori Cesare Furlanello 6 71 0 14 Sep 2017
Gradual Learning of Recurrent Neural Networks Ziv Aharoni Gal Rattner Haim Permuter AI4CE 30 4 0 29 Aug 2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks Victor Campos Brendan Jou Xavier Giró-i-Nieto Jordi Torres Shih-Fu Chang 21 217 0 22 Aug 2017
Distributed Training Large-Scale Deep Architectures Shang-Xuan Zou Chun-Yen Chen Jui-Lin Wu Chun-Nan Chou Chia-Chin Tsao Kuan-Chieh Tung Ting-Wei Lin Cheng-Lung Sung Edward Y. Chang 26 22 0 10 Aug 2017
Reinforced Video Captioning with Entailment Rewards Ramakanth Pasunuru Joey Tianyi Zhou 28 114 0 07 Aug 2017
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 83 1,091 0 07 Aug 2017
Revisiting Activation Regularization for Language RNNs Stephen Merity Bryan McCann R. Socher 33 44 0 03 Aug 2017
Dynamic Entity Representations in Neural Language Models Yangfeng Ji Chenhao Tan Sebastian Martschat Yejin Choi Noah A. Smith 29 91 0 02 Aug 2017
Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones Z. Assylbekov Rustem Takhanov Bagdat Myrzakhmetov Jonathan North Washington 35 17 0 20 Jul 2017
Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability Tiancheng Zhao Allen Lu Kyusong Lee M. Eskénazi AuLLM 39 87 0 26 Jun 2017
Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization Humam Alwassel Fabian Caba Heilbron Guohao Li 30 7 0 13 Jun 2017
Device Placement Optimization with Reinforcement Learning Azalia Mirhoseini Hieu H. Pham Quoc V. Le Benoit Steiner Rasmus Larsen Yuefeng Zhou Naveen Kumar Mohammad Norouzi Samy Bengio J. Dean 27 436 0 13 Jun 2017
MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU Qingqing Cao Niranjan Balasubramanian A. Balasubramanian 26 61 0 03 Jun 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 45 137 0 25 May 2017
Learning to Pour Yongqiang Huang Yu Sun 29 18 0 25 May 2017
Fast-Slow Recurrent Neural Networks Asier Mujika Florian Meier Angelika Steger 22 76 0 24 May 2017
pix2code: Generating Code from a Graphical User Interface Screenshot Tony Beltramelli 27 267 0 22 May 2017
Training Deep Networks without Learning Rates Through Coin Betting Francesco Orabona Tatiana Tommasi ODL 22 4 0 22 May 2017
Topically Driven Neural Language Model Jey Han Lau Timothy Baldwin Trevor Cohn BDL 20 65 0 26 Apr 2017
Molecular De Novo Design through Deep Reinforcement Learning Marcus Olivecrona T. Blaschke O. Engkvist Hongming Chen BDL 49 995 0 25 Apr 2017
Multi-Task Video Captioning with Video and Entailment Generation Ramakanth Pasunuru Joey Tianyi Zhou 33 116 0 24 Apr 2017
Affect-LM: A Neural Language Model for Customizable Affective Text Generation Sayan Ghosh Mathieu Chollet Eugene Laksana Louis-Philippe Morency Stefan Scherer KELM CVBM 24 190 0 22 Apr 2017
BB_twtr at SemEval-2017 Task 4: Twitter Sentiment Analysis with CNNs and LSTMs M. Cliche 30 230 0 20 Apr 2017
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes Pablo Loyola Edison Marrese-Taylor Y. Matsuo 16 120 0 17 Apr 2017
Recurrent Environment Simulators Silvia Chiappa S. Racanière Daan Wierstra S. Mohamed 28 206 0 07 Apr 2017
Linear Additive Markov Processes Ravi Kumar M. Raghu Tamás Sarlós Andrew Tomkins 15 12 0 05 Apr 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 27 810 0 29 Mar 2017
Recurrent Models for Situation Recognition Arun Mallya Svetlana Lazebnik 20 30 0 18 Mar 2017
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG A. Supratak Hao Dong Chao Wu Yike Guo 25 949 0 12 Mar 2017
English Conversational Telephone Speech Recognition by Humans and Machines G. Saon Gakuto Kurata Tom Sercu Kartik Audhkhasi Samuel Thomas ... Bhuvana Ramabhadran M. Picheny L. Lim Bergul Roomi Phil Hall 26 364 0 06 Mar 2017