Training Very Deep Networks

22 July 2015

Papers citing "Training Very Deep Networks"

50 / 559 papers shown

Title
Convolutional Networks with Dense Connectivity Gao Huang Zhuang Liu Geoff Pleiss Laurens van der Maaten Kilian Q. Weinberger 3DV 35 440 0 08 Jan 2020
Discrimination-aware Network Pruning for Deep Model Compression Jing Liu Bohan Zhuang Zhuangwei Zhuang Yong Guo Junzhou Huang Jin-Hui Zhu Mingkui Tan CVBM 19 119 0 04 Jan 2020
Lightweight Residual Densely Connected Convolutional Neural Network Fahimeh Fooladgar S. Kasaei 24 13 0 02 Jan 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 34 81 0 02 Jan 2020
Deep Context-Aware Kernel Networks Mingyuan Jiu H. Sahbi 11 1 0 29 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Xin Chen Lingxi Xie Jun Wu Qi Tian 11 94 0 23 Dec 2019
Totally Deep Support Vector Machines H. Sahbi 25 2 0 12 Dec 2019
Self Organizing Nebulous Growths for Robust and Incremental Data Visualization Damith A. Senanayake Wei Wang S. Naik Saman K. Halgamuge AI4TS 13 16 0 09 Dec 2019
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering Souvick Ghosh Satanu Ghosh 20 4 0 08 Dec 2019
Non-Autoregressive Coarse-to-Fine Video Captioning Bang-ju Yang Yuexian Zou Fenglin Liu Can Zhang 27 11 0 27 Nov 2019
Deep Decomposition Learning for Inverse Imaging Problems Dongdong Chen Mike E. Davies 13 40 0 25 Nov 2019
Bootstrapping NLU Models with Multi-task Learning Shubham Kapoor C. Tirkaz 17 3 0 15 Nov 2019
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling Qingrong Xia Zhenghua Li Min Zhang 28 17 0 12 Nov 2019
NAT: Neural Architecture Transformer for Accurate and Compact Architectures Yong Guo Yin Zheng Mingkui Tan Qi Chen Jian Chen P. Zhao Junzhou Huang 27 82 0 31 Oct 2019
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait Imanne El Maâchi Guillaume-Alexandre Bilodeau W. Bouachir 14 197 0 25 Oct 2019
Boosting Network Weight Separability via Feed-Backward Reconstruction Jongmin Yu M. Jeon 34 0 0 20 Oct 2019
On Warm-Starting Neural Network Training Jordan T. Ash Ryan P. Adams AI4CE 31 21 0 18 Oct 2019
Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving Imanol Schlag P. Smolensky Roland Fernandez Nebojsa Jojic Jürgen Schmidhuber Jianfeng Gao 27 52 0 15 Oct 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information Hsiu-Wei Yang Yanyan Zou Peng Shi Wei Lu Jimmy J. Lin Xu Sun 30 143 0 15 Oct 2019
Effects of Depth, Width, and Initialization: A Convergence Analysis of Layer-wise Training for Deep Linear Neural Networks Yeonjong Shin 21 12 0 14 Oct 2019
Parameter-Transferred Wasserstein Generative Adversarial Network (PT-WGAN) for Low-Dose PET Image Denoising Yu Gong Hongming Shan Yueyang Teng Taohui Xiao Ming Li Guodong Liang Ge Wang Shanshan Wang GAN MedIm 19 2 0 13 Oct 2019
Residual Encoder-Decoder Network for Deep Subspace Clustering Shuai Yang Wenqi Zhu Yuesheng Zhu 14 13 0 12 Oct 2019
MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging Gabriel Marzinotto Johannes Heinecke Géraldine Damnati 11 4 0 07 Oct 2019
Robust Semantic Parsing with Adversarial Learning for Domain Generalization Gabriel Marzinotto Géraldine Damnati Frédéric Béchet Benoit Favre 14 13 0 01 Oct 2019
Automated curricula through setter-solver interactions S. Racanière Andrew Kyle Lampinen Adam Santoro David P. Reichert Vlad Firoiu Timothy Lillicrap 31 53 0 27 Sep 2019
Implicit Semantic Data Augmentation for Deep Networks Yulin Wang Xuran Pan Shiji Song Hong Zhang Cheng Wu Gao Huang 31 196 0 26 Sep 2019
Learning in the Machine: To Share or Not to Share? J. Ott Erik J. Linstead Nicholas LaHaye Pierre Baldi 21 16 0 23 Sep 2019
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN 19 39 0 21 Sep 2019
NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images Pedro Machado Georgina Cosma T. McGinnity 6 5 0 18 Sep 2019
Towards Understanding the Importance of Shortcut Connections in Residual Networks Tianyi Liu Minshuo Chen Mo Zhou S. Du Enlu Zhou T. Zhao 9 43 0 10 Sep 2019
Self-Teaching Networks Liang Lu Eric Sun Jiawei Liu SSL 14 4 0 09 Sep 2019
Differential equations as models of deep neural networks J. Ruseckas 11 3 0 09 Sep 2019
Semantic Role Labeling with Iterative Structure Refinement Chunchuan Lyu Shay B. Cohen Ivan Titov OffRL 23 21 0 07 Sep 2019
A Geometry-Sensitive Approach for Photographic Style Classification Koustav Ghosal Mukta Prasad A. Smolic GAN 9 6 0 03 Sep 2019
Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud Ashkan Yousefpour Siddartha Devic Brian Q. Nguyen Aboudy Kreidieh Alan Liao Alexandre M. Bayen J. Jue FedML GNN 18 23 0 03 Sep 2019
HarDNet: A Low Memory Traffic Network P. Chao Chao-Yang Kao Yunxing Ruan Chien-Hsiang Huang Y. Lin 198 268 0 03 Sep 2019
Memorizing All for Implicit Discourse Relation Recognition Hongxiao Bai Hai Zhao Junhan Zhao 19 10 0 29 Aug 2019
Smaller Models, Better Generalization Mayank Sharma Suraj Tripathi Abhimanyu Dubey Jayadeva Jayadeva Sai Guruju Nihal Goalla 17 1 0 29 Aug 2019
Multiresolution Transformer Networks: Recurrence is Not Essential for Modeling Hierarchical Structure Vikas K. Garg Inderjit S. Dhillon Hsiang-Fu Yu 22 7 0 27 Aug 2019
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation Pengjie Ren Zhumin Chen Christof Monz Jun Ma Maarten de Rijke 11 72 0 26 Aug 2019
Towards Better Generalization: BP-SVRG in Training Deep Neural Networks Hao Jin Dachao Lin Zhihua Zhang ODL 15 2 0 18 Aug 2019
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning Zhijiang Guo Yan Zhang Zhiyang Teng Wei Lu GNN 24 130 0 16 Aug 2019
Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras Andrew Gilbert M. Trumble A. Hilton John Collomosse 3DH 33 1 0 08 Aug 2019
Correlation Distance Skip Connection Denoising Autoencoder (CDSK-DAE) for Speech Feature Enhancement Alzahra Badi Sangwook Park D. Han Hanseok Ko 16 6 0 26 Jul 2019
Generic Intent Representation in Web Search Hongfei Zhang Xia Song Chenyan Xiong Corby Rosset Paul N. Bennett Nick Craswell Saurabh Tiwary 24 52 0 24 Jul 2019
Syntax-aware Neural Semantic Role Labeling Qingrong Xia Zhenghua Li Min Zhang Meishan Zhang Guohong Fu Rui-cang Wang Luo Si NAI 6 41 0 22 Jul 2019
Open DNN Box by Power Side-Channel Attack Yun Xiang Zhuangzhi Chen Zuohui Chen Zebin Fang Haiyang Hao Jinyin Chen Yi Liu Zhefu Wu Qi Xuan Xiaoniu Yang AAML 20 88 0 21 Jul 2019
SVGD: A Virtual Gradients Descent Method for Stochastic Optimization Zheng Li Shi Shu 14 0 0 09 Jul 2019
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery Dipendra Jha Logan T. Ward Zijiang Yang C. Wolverton Ian Foster W. Liao A. Choudhary Ankit Agrawal PINN 19 44 0 07 Jul 2019
Slim-CNN: A Light-Weight CNN for Face Attribute Prediction A. Sharma H. Foroosh CVBM 3DH 19 41 0 03 Jul 2019