Training Very Deep Networks

22 July 2015

Papers citing "Training Very Deep Networks"

50 / 559 papers shown

Title
Fast Disparity Estimation using Dense Networks R. Atienza 11 25 0 19 May 2018
Norm-Preservation: Why Residual Networks Can Become Extremely Deep? Alireza Zaeemzadeh Nazanin Rahnavard M. Shah 18 69 0 18 May 2018
Recurrent knowledge distillation S. Pintea Yue Liu Jan van Gemert ODL 19 2 0 18 May 2018
Mad Max: Affine Spline Insights into Deep Learning Randall Balestriero Richard Baraniuk AI4CE 31 78 0 17 May 2018
Large-Scale QA-SRL Parsing Nicholas FitzGerald Julian Michael Luheng He Luke Zettlemoyer 25 96 0 14 May 2018
Character-level Chinese-English Translation through ASCII Encoding Nikola I. Nikolov Yuhuang Hu Mingyan Tan Richard H. R. Hahnloser AI4CE 16 31 0 09 May 2018
Learning Short-Cut Connections for Object Counting Daniel Oñoro-Rubio Mathias Niepert Roberto J. López-Sastre 22 11 0 08 May 2018
Transformation Networks for Target-Oriented Sentiment Classification Xin Li Lidong Bing Wai Lam Bei Shi 171 423 0 03 May 2018
Memory Attention Networks for Skeleton-based Action Recognition Chunyu Xie Ce Li Baochang Zhang Chong Chen Jungong Han C. Zou Jianzhuang Liu 19 166 0 23 Apr 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Yunbo Wang Zhifeng Gao Mingsheng Long Jianmin Wang Philip S. Yu 20 471 0 17 Apr 2018
IGCV $2$ : Interleaved Structured Sparse Convolutional Neural Networks Guotian Xie Jingdong Wang Ting Zhang Jianhuang Lai Richang Hong Guo-Jun Qi 19 105 0 17 Apr 2018
SparseNet: A Sparse DenseNet for Image Classification Wenqian Liu Kun Zeng 3DH 29 31 0 15 Apr 2018
The unreasonable effectiveness of the forget gate J. Westhuizen Joan Lasenby 30 86 0 13 Apr 2018
Attentional Multilabel Learning over Graphs: A Message Passing Approach Kien Do T. Tran Thin Nguyen Svetha Venkatesh 29 17 0 01 Apr 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 26 172 0 27 Mar 2018
Generalized Hadamard-Product Fusion Operators for Visual Question Answering Brendan Duke Graham W. Taylor 33 8 0 26 Mar 2018
LCANet: End-to-End Lipreading with Cascaded Attention-CTC Kai Xu Dawei Li N. Cassimatis Xiaolong Wang 33 96 0 13 Mar 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search Masanori Suganuma Mete Ozay Takayuki Okatani 25 87 0 01 Mar 2018
Convolutional Neural Networks with Alternately Updated Clique Yibo Yang Zhisheng Zhong Tiancheng Shen Zhouchen Lin 26 128 0 28 Feb 2018
Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection Yisroel Mirsky Tomer Doitshman Yuval Elovici A. Shabtai 28 800 0 25 Feb 2018
Single Image Super-Resolution via Cascaded Multi-Scale Cross Network Yanting Hu Xinbo Gao Jie Li Yuanfei Huang Hanzi Wang SupR 30 52 0 24 Feb 2018
Reusing Weights in Subword-aware Neural Language Models Z. Assylbekov Rustem Takhanov 25 4 0 23 Feb 2018
Fitting New Speakers Based on a Short Untranscribed Sample Eliya Nachmani Adam Polyak Yaniv Taigman Lior Wolf 24 84 0 20 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 50 45 0 17 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 14 11,487 0 15 Feb 2018
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care Patrick Schwab E. Keller C. Muroi David J. Mack C. Strässle W. Karlen 29 23 0 14 Feb 2018
Deep Predictive Coding Network for Object Recognition Haiguang Wen Kuan Han Junxing Shi Yizhen Zhang Eugenio Culurciello Zhongming Liu 18 83 0 13 Feb 2018
Mixed Link Networks Wenhai Wang Xiang Li Jian Yang Tong Lu 19 53 0 06 Feb 2018
Incorporating Literals into Knowledge Graph Embeddings Agustinus Kristiadi M. A. Khan Denis Lukovnikov Jens Lehmann Asja Fischer KELM 15 93 0 03 Feb 2018
Densely Connected Bidirectional LSTM with Applications to Sentence Classification Zixiang Ding Rui Xia Jianfei Yu Xiang Li Jian Yang AI4CE 27 61 0 03 Feb 2018
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification Yinhao Zhu N. Zabaras UQCV BDL 27 638 0 21 Jan 2018
Overcoming the vanishing gradient problem in plain recurrent networks Yuhuang Hu Adrian E. G. Huber Jithendar Anumula Shih-Chii Liu GNN 48 103 0 18 Jan 2018
Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift Xiang Li Shuo Chen Xiaolin Hu Jian Yang 39 309 0 16 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 28 305 0 09 Jan 2018
Graph Memory Networks for Molecular Activity Prediction Trang Pham T. Tran Svetha Venkatesh GNN 34 30 0 08 Jan 2018
The CAPIO 2017 Conversational Speech Recognition System Kyu Jeong Han Akshay Chandrashekaran Jungsuk Kim Ian Lane 23 72 0 29 Dec 2017
Improved Inception-Residual Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari 48 116 0 28 Dec 2017
Learning in the Machine: the Symmetries of the Deep Learning Channel Pierre Baldi Peter Sadowski Zhiqin Lu 23 30 0 22 Dec 2017
NDT: Neual Decision Tree Towards Fully Functioned Neural Graph Han Xiao 11 16 0 16 Dec 2017
Deep Quaternion Networks Chase J. Gaudet Anthony Maida 27 162 0 13 Dec 2017
Broadcasting Convolutional Network for Visual Relational Reasoning Simyung Chang John Yang Seonguk Park Nojun Kwak 27 19 0 07 Dec 2017
Fruit recognition from images using deep learning H. Muresan Mihai Oltean 16 389 0 02 Dec 2017
Single-epoch supernova classification with deep convolutional neural networks Akisato Kimura I. Takahashi Masaomi Tanaka N. Yasuda N. Ueda N. Yoshida 16 14 0 30 Nov 2017
Exploiting Nontrivial Connectivity for Automatic Speech Recognition Marius Paraschiv Lasse Borgholt T. M. S. Tax Marco Singh Lars Maaløe 35 0 0 28 Nov 2017
Learning Channel Inter-dependencies at Multiple Scales on Dense Networks for Face Recognition Qiangchang Wang G. Guo Mohammad Iqbal Nouyed CVBM 32 1 0 28 Nov 2017
Gradually Updated Neural Networks for Large-Scale Image Recognition Siyuan Qiao Zhishuai Zhang Wei Shen Bo Wang Alan Yuille 22 16 0 25 Nov 2017
CondenseNet: An Efficient DenseNet using Learned Group Convolutions Gao Huang Shichen Liu Laurens van der Maaten Kilian Q. Weinberger 50 796 0 25 Nov 2017
Neural Motifs: Scene Graph Parsing with Global Context Rowan Zellers Mark Yatskar Sam Thomson Yejin Choi GNN 44 983 0 17 Nov 2017
Online Deep Learning: Learning Deep Neural Networks on the Fly Doyen Sahoo Quang Pham Jing Lu Guosheng Lin OnRL AI4CE 37 317 0 10 Nov 2017
Approximating Continuous Functions by ReLU Nets of Minimal Width Boris Hanin Mark Sellke 50 229 0 31 Oct 2017