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
Deep Equilibrium Models Shaojie Bai J. Zico Kolter V. Koltun 14 657 0 03 Sep 2019
Sentence-Level Content Planning and Style Specification for Neural Text Generation Xinyu Hua Lu Wang 33 50 0 02 Sep 2019
Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling Adrian de Wynter Lambert Mathias 16 0 0 26 Aug 2019
Towards Unconstrained End-to-End Text Spotting Siyang Qin Alessandro Bissacco Michalis Raptis Yasuhisa Fujii Y. Xiao 24 129 0 24 Aug 2019
Similarity Learning for Authorship Verification in Social Media Benedikt T. Boenninghoff R. M. Nickel Steffen Zeiler D. Kolossa 25 42 0 20 Aug 2019
U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Badri N. Patro Mayank Lunayach Shivansh Patel Vinay P. Namboodiri FAtt UQCV 27 76 0 17 Aug 2019
DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks Zehui Lin Pengfei Liu Luyao Huang Junkun Chen Xipeng Qiu Xuanjing Huang 3DPC 16 44 0 25 Jul 2019
Adaptive Noise Injection: A Structure-Expanding Regularization for RNN Rui Li Kai Shuang Mengyu Gu Sen Su 17 0 0 25 Jul 2019
Modeling the Uncertainty in Electronic Health Records: a Bayesian Deep Learning Approach Riyi Qiu Yugang Jia M. Hadzikadic Michael F Dulin Xi Niu Xin Wang BDL 9 7 0 14 Jul 2019
The University of Edinburgh's Submissions to the WMT19 News Translation Task Rachel Bawden Nikolay Bogoychev Ulrich Germann Roman Grundkiewicz Faheem Kirefu Antonio Valerio Miceli Barone Alexandra Birch 22 32 0 12 Jul 2019
Deep auscultation: Predicting respiratory anomalies and diseases via recurrent neural networks D. Perna Andrea Tagarelli 13 99 0 11 Jul 2019
Explaining an increase in predicted risk for clinical alerts Michaela Hardt A. Rajkomar Gerardo Flores Andrew M. Dai M. Howell Greg S. Corrado Claire Cui Moritz Hardt FAtt 17 12 0 10 Jul 2019
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms Henry B. Moss Andrew Moore David S. Leslie Paul Rayson 12 5 0 28 Jun 2019
Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers Richard Shin 3DV 16 14 0 27 Jun 2019
Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network J. V. Zaen O. Chételat M. Lemay E. M. Calvo R. Delgado-Gonzalo 13 14 0 25 Jun 2019
Confidence Calibration for Convolutional Neural Networks Using Structured Dropout Zhilu Zhang Adrian Dalca M. Sabuncu UQCV BDL 19 47 0 23 Jun 2019
Improving Zero-shot Translation with Language-Independent Constraints Ngoc-Quan Pham Jan Niehues Thanh-Le Ha A. Waibel 31 60 0 20 Jun 2019
SMILES-X: autonomous molecular compounds characterization for small datasets without descriptors G. Lambard Ekaterina Gracheva 27 20 0 20 Jun 2019
Calibrated Model-Based Deep Reinforcement Learning Ali Malik Volodymyr Kuleshov Jiaming Song Danny Nemer Harlan Seymour Stefano Ermon 17 55 0 19 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 19 100 0 15 Jun 2019
Character n-gram Embeddings to Improve RNN Language Models Sho Takase Jun Suzuki Masaaki Nagata 22 25 0 13 Jun 2019
Improving Neural Language Modeling via Adversarial Training Dilin Wang Chengyue Gong Qiang Liu AAML 43 115 0 10 Jun 2019
Argument Generation with Retrieval, Planning, and Realization Xinyu Hua Zhe Hu Lu Wang LRM 22 71 0 09 Jun 2019
An Introduction to Variational Autoencoders Diederik P. Kingma Max Welling BDL SSL DRL 33 2,292 0 06 Jun 2019
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation Pierrick Coupé Boris Mansencal Michael Clement Rémi Giraud B. D. D. Senneville T. Thong Vincent Lepetit J. V. Manjón 17 17 0 05 Jun 2019
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future Hongyin Luo Lan Jiang Yonatan Belinkov James R. Glass 14 13 0 04 Jun 2019
Self-Attentional Models for Lattice Inputs Matthias Sperber Graham Neubig Ngoc-Quan Pham A. Waibel 18 42 0 04 Jun 2019
Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation Elizabeth Salesky Matthias Sperber A. Black 6 35 0 04 Jun 2019
Fluent Translations from Disfluent Speech in End-to-End Speech Translation Elizabeth Salesky Matthias Sperber A. Waibel 17 33 0 03 Jun 2019
Improving Open Information Extraction via Iterative Rank-Aware Learning Zhengbao Jiang Pengcheng Yin Graham Neubig 14 11 0 31 May 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study Rico Sennrich Biao Zhang 18 223 0 28 May 2019
Bivariate Beta-LSTM Kyungwoo Song Joonho Jang Seung-Jae Shin Il-Chul Moon 17 6 0 25 May 2019
Inferring Javascript types using Graph Neural Networks Jessica Schrouff Kai Wohlfahrt Bruno Marnette Liam Atkinson NAI GNN 19 7 0 16 May 2019
Deep Residual Output Layers for Neural Language Generation Nikolaos Pappas James Henderson 26 7 0 14 May 2019
Very Deep Self-Attention Networks for End-to-End Speech Recognition Ngoc-Quan Pham T. Nguyen Jan Niehues Markus Müller Sebastian Stüker A. Waibel 23 161 0 30 Apr 2019
X-Ray Image Compression Using Convolutional Recurrent Neural Networks Asif Sushmit Shakib Uz Zaman Ahmed Imtiaz Humayun Taufiq Hasan M. Bhuiyan MedIm 11 16 0 28 Apr 2019
Survey of Dropout Methods for Deep Neural Networks Alex Labach Hojjat Salehinejad S. Valaee 27 149 0 25 Apr 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 27 157 0 25 Apr 2019
Multi-Task Learning for Argumentation Mining Tobias Kahse 14 4 0 23 Apr 2019
Adversarial Dropout for Recurrent Neural Networks Sungrae Park Kyungwoo Song Mingi Ji Wonsung Lee Il-Chul Moon 6 6 0 22 Apr 2019
Obfuscation for Privacy-preserving Syntactic Parsing Zhifeng Hu Serhii Havrylov Ivan Titov Shay B. Cohen 26 6 0 21 Apr 2019
Code-Switching for Enhancing NMT with Pre-Specified Translation Kai Song Yue Zhang Heng Yu Weihua Luo Kun Wang Min Zhang 30 116 0 19 Apr 2019
Effective Estimation of Deep Generative Language Models Tom Pelsmaeker Wilker Aziz BDL 24 27 0 17 Apr 2019
RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification Jee-weon Jung Hee-Soo Heo Ju-ho Kim Hye-jin Shim Ha-Jin Yu 17 140 0 17 Apr 2019
Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings Zhaoning Li Qi Li Xiaotian Zou Jiangtao Ren 6 118 0 16 Apr 2019
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation Matthias Sperber Graham Neubig Jan Niehues A. Waibel 6 101 0 15 Apr 2019
Enhancing Time Series Momentum Strategies Using Deep Neural Networks Bryan Lim S. Zohren Stephen J. Roberts AIFin AI4TS 6 90 0 09 Apr 2019
Relational Reasoning Network (RRN) for Anatomical Landmarking N. Torosdagli Syed Muhammad Anwar P. Verma D. Liberton Janice S. Lee Wade W. Han Ulas Bagci 33 3 0 08 Apr 2019
Knowledge Distillation For Recurrent Neural Network Language Modeling With Trust Regularization Yangyang Shi M. Hwang X. Lei Haoyu Sheng 34 25 0 08 Apr 2019
WeNet: Weighted Networks for Recurrent Network Architecture Search Zhiheng Huang Bing Xiang 8 4 0 08 Apr 2019