A Theoretically Grounded Application of Dropout in Recurrent Neural Networks

16 December 2015

Papers citing "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"

50 / 431 papers shown

Title
Direct Output Connection for a High-Rank Language Model Sho Takase Jun Suzuki Masaaki Nagata 18 36 0 30 Aug 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 58 667 0 29 Aug 2018
Pyramidal Recurrent Unit for Language Modeling Sachin Mehta Rik Koncel-Kedziorski Mohammad Rastegari Hannaneh Hajishirzi 21 10 0 27 Aug 2018
Ancient-Modern Chinese Translation with a Large Training Dataset Dayiheng Liu Jiancheng Lv Kexin Yang Qian Qu 24 13 0 11 Aug 2018
Zero-shot keyword spotting for visual speech recognition in-the-wild Themos Stafylakis Georgios Tzimiropoulos 32 38 0 23 Jul 2018
Accurate Uncertainties for Deep Learning Using Calibrated Regression Volodymyr Kuleshov Nathan Fenner Stefano Ermon BDL UQCV 41 622 0 01 Jul 2018
A Multi-Modal Chinese Poetry Generation Model Dayiheng Liu Quan Guo Wubo Li Jiancheng Lv 32 26 0 26 Jun 2018
Countdown Regression: Sharp and Calibrated Survival Predictions Anand Avati Tony Duan Sharon Zhou Kenneth Jung N. Shah A. Ng 22 55 0 21 Jun 2018
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation Surafel Melaku Lakew Mauro Cettolo Marcello Federico 30 103 0 18 Jun 2018
Variational Implicit Processes Chao Ma Yingzhen Li José Miguel Hernández-Lobato BDL 24 68 0 06 Jun 2018
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung 22 39 0 30 May 2018
Neural Argument Generation Augmented with Externally Retrieved Evidence Xinyu Hua Lu Wang LRM 19 61 0 25 May 2018
A Double-Deep Spatio-Angular Learning Framework for Light Field based Face Recognition Alireza Sepas-Moghaddam M. A. Haque P. Correia Kamal Nasrollahi T. Moeslund F. Pereira CVBM 13 35 0 25 May 2018
Uncertainty-Aware Attention for Reliable Interpretation and Prediction Jay Heo Haebeom Lee Saehoon Kim Juho Lee Kwang Joon Kim Eunho Yang Sung Ju Hwang OOD 12 87 0 24 May 2018
Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction Hongyuan Mei Sheng Zhang Kevin Duh Benjamin Van Durme 16 2 0 21 May 2018
Large-Scale QA-SRL Parsing Nicholas FitzGerald Julian Michael Luheng He Luke Zettlemoyer 22 96 0 14 May 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling Luheng He Kenton Lee Omer Levy Luke Zettlemoyer 19 188 0 12 May 2018
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context Urvashi Khandelwal He He Peng Qi Dan Jurafsky RALM 16 293 0 12 May 2018
Extreme Adaptation for Personalized Neural Machine Translation Paul Michel Graham Neubig 21 103 0 04 May 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks Adji Bousso Dieng Rajesh Ranganath Jaan Altosaar David M. Blei 22 22 0 03 May 2018
Stack-Pointer Networks for Dependency Parsing Xuezhe Ma Zecong Hu J. Liu Nanyun Peng Graham Neubig Eduard H. Hovy GNN 43 166 0 03 May 2018
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis Fei Liu Trevor Cohn Timothy Baldwin 28 50 0 30 Apr 2018
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction K. Stratos 26 26 0 20 Apr 2018
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task Marcin Junczys-Dowmunt Roman Grundkiewicz Shubha Guha Kenneth Heafield 33 192 0 16 Apr 2018
Disease-Atlas: Navigating Disease Trajectories with Deep Learning Bryan Lim M. Schaar 22 32 0 27 Mar 2018
Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches Nils Reimers Iryna Gurevych 19 51 0 26 Mar 2018
Self-Attentional Acoustic Models Matthias Sperber Jan Niehues Graham Neubig Sebastian Stüker A. Waibel 22 151 0 26 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
Convolutional Neural Networks for Toxic Comment Classification S. Georgakopoulos S. Tasoulis Aristidis G. Vrahatis V. Plagianakos 19 217 0 27 Feb 2018
NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System Xi Lin Chenglong Wang Luke Zettlemoyer Michael D. Ernst 20 163 0 25 Feb 2018
Scalable and accurate deep learning for electronic health records A. Rajkomar Eyal Oren Kai Chen Andrew M. Dai Nissan Hajaj ... A. Butte M. Howell Claire Cui Greg S. Corrado Jeffrey Dean OOD BDL 44 2,110 0 24 Jan 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 24 468 0 23 Jan 2018
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 33 682 0 06 Dec 2017
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty Apratim Bhattacharyya Mario Fritz Bernt Schiele 35 201 0 24 Nov 2017
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang Chenguang Zhu Yelong Shen Weizhu Chen FedML 35 183 0 16 Nov 2017
"Found in Translation": Predicting Outcomes of Complex Organic Chemistry Reactions using Neural Sequence-to-Sequence Models P. Schwaller T. Gaudin D. Lanyi C. Bekas Teodoro Laino 42 276 0 13 Nov 2017
SRL4ORL: Improving Opinion Role Labeling using Multi-task Learning with Semantic Role Labeling Ana Marasović Anette Frank 37 9 0 02 Nov 2017
Sea Level Anomaly Prediction using Recurrent Neural Networks A. Braakmann-Folgmann R. Roscher Susanne Wenzel B. Uebbing J. Kusche AI4Cl 29 40 0 19 Oct 2017
Learning Differentially Private Recurrent Language Models H. B. McMahan Daniel Ramage Kunal Talwar Li Zhang FedML 22 125 0 18 Oct 2017
Neural Optimizer Search with Reinforcement Learning Irwan Bello Barret Zoph Vijay Vasudevan Quoc V. Le ODL 29 383 0 21 Sep 2017
Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM Lai Jiang Mai Xu Zulin Wang 27 121 0 19 Sep 2017
Deep and Confident Prediction for Time Series at Uber Lingxue Zhu N. Laptev BDL AI4TS 30 342 0 06 Sep 2017
Learning the PE Header, Malware Detection with Minimal Domain Knowledge Edward Raff Jared Sylvester Charles K. Nicholas 25 118 0 05 Sep 2017
Gradual Learning of Recurrent Neural Networks Ziv Aharoni Gal Rattner Haim Permuter AI4CE 30 4 0 29 Aug 2017
Actively Learning what makes a Discrete Sequence Valid David Janz J. Westhuizen José Miguel Hernández-Lobato 15 22 0 15 Aug 2017
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 83 1,091 0 07 Aug 2017
Structured Attentions for Visual Question Answering Chen Zhu Yanpeng Zhao Shuaiyi Huang Kewei Tu Yi Ma FAtt 32 106 0 07 Aug 2017
Revisiting Activation Regularization for Language RNNs Stephen Merity Bryan McCann R. Socher 33 44 0 03 Aug 2017
Regularization techniques for fine-tuning in neural machine translation Antonio Valerio Miceli Barone Barry Haddow Ulrich Germann Rico Sennrich 26 107 0 31 Jul 2017