Training Very Deep Networks

22 July 2015

Papers citing "Training Very Deep Networks"

50 / 559 papers shown

Title
Mollifying Networks Çağlar Gülçehre Marcin Moczulski Francesco Visin Yoshua Bengio 23 46 0 17 Aug 2016
Faster Training of Very Deep Networks Via p-Norm Gates Trang Pham T. Tran Dinh Q. Phung Svetha Venkatesh AI4CE 27 19 0 11 Aug 2016
Knowledge Distillation for Small-footprint Highway Networks Liang Lu Michelle Guo Steve Renals 24 73 0 02 Aug 2016
Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification Rahul Rama Varior Mrinal Haloi G. Wang 26 795 0 28 Jul 2016
End-to-End Image Super-Resolution via Deep and Shallow Convolutional Networks Yifan Wang Lijun Wang Hongyu Wang P. Li SupR OOD 32 140 0 26 Jul 2016
Geometric Neural Phrase Pooling: Modeling the Spatial Co-occurrence of Neurons Lingxi Xie Qi Tian John Flynn Jingdong Wang Alan Yuille 22 11 0 21 Jul 2016
On the Modeling of Error Functions as High Dimensional Landscapes for Weight Initialization in Learning Networks Julius Gopinath Mahale Sumana T C. S. Adityakrishna 11 1 0 20 Jul 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 18 413 0 12 Jul 2016
Sequence Training and Adaptation of Highway Deep Neural Networks Liang Lu 17 6 0 07 Jul 2016
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 35 396 0 29 Jun 2016
A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition Albert Zeyer P. Doetsch P. Voigtlaender Ralf Schluter Hermann Ney 25 169 0 22 Jun 2016
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 28 2,481 0 16 Jun 2016
Convolutional Residual Memory Networks Joel Ruben Antony Moniz C. Pal 28 23 0 16 Jun 2016
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks M. Shafiee A. Mishra A. Wong 32 44 0 14 Jun 2016
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation Ekaterina Vylomova Trevor Cohn Xuanli He Gholamreza Haffari 3DV 27 50 0 14 Jun 2016
Improving Deep Neural Network with Multiple Parametric Exponential Linear Units Yang Li Chunxiao Fan Yong Li Qiong Wu Yue Ming 17 83 0 01 Jun 2016
A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets Srikrishna Karanam Mengran Gou Ziyan Wu Angels Rates-Borras Mario Sznaier Richard J. Radke 43 58 0 31 May 2016
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks Ludovic Trottier Philippe Giguère B. Chaib-draa 41 199 0 30 May 2016
Density estimation using Real NVP Falong Shen Jascha Sohl-Dickstein Gang Zeng DRL 35 44 0 27 May 2016
Deeply-Fused Nets Jingdong Wang Zhen Wei Ting Zhang Wenjun Zeng FedML 8 98 0 25 May 2016
Genetic Architect: Discovering Genomic Structure with Learned Neural Architectures Laura Deming S. Targ Nate Sauder Diogo Almeida Chun Jimmie Ye GNN 35 14 0 23 May 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 9 161 0 23 May 2016
Swapout: Learning an ensemble of deep architectures Saurabh Singh Derek Hoiem David A. Forsyth BDL 3DPC OOD UQCV 21 150 0 20 May 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 36 610 0 16 May 2016
LSTM with Working Memory Andrew Pulver Siwei Lyu RALM KELM 14 66 0 06 May 2016
Maximal Sparsity with Deep Networks? Bo Xin Yizhou Wang Wen Gao David Wipf 3DPC 13 167 0 05 May 2016
Deep Motif: Visualizing Genomic Sequence Classifications Jack Lanchantin Ritambhara Singh Zeming Lin Yanjun Qi 21 74 0 04 May 2016
An evaluation of randomized machine learning methods for redundant data: Predicting short and medium-term suicide risk from administrative records and risk assessments Nguyen Cong Thuong T. Tran Shivapratap Gopakumar Dinh Q. Phung Svetha Venkatesh 8 8 0 03 May 2016
Training Deep Nets with Sublinear Memory Cost Tianqi Chen Bing Xu Chiyuan Zhang Carlos Guestrin 58 1,145 0 21 Apr 2016
Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 25 42 0 16 Apr 2016
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 25 130 0 15 Apr 2016
Deep Residual Networks with Exponential Linear Unit Anish Shah Eashan Kadam Hena Shah Sameer Shinde Sandip Shingade 50 120 0 14 Apr 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 74 2,336 0 30 Mar 2016
Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 16 85 0 30 Mar 2016
Adaptive Computation Time for Recurrent Neural Networks Alex Graves 21 537 0 29 Mar 2016
Resnet in Resnet: Generalizing Residual Architectures S. Targ Diogo Almeida Kevin Lyman SSeg 25 806 0 25 Mar 2016
A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation Junyoung Chung Kyunghyun Cho Yoshua Bengio 40 331 0 19 Mar 2016
Do Deep Convolutional Nets Really Need to be Deep and Convolutional? G. Urban Krzysztof J. Geras Samira Ebrahimi Kahou Ozlem Aslan Shengjie Wang R. Caruana Abdel-rahman Mohamed Matthai Philipose Matthew Richardson 20 47 0 17 Mar 2016
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units Wenling Shang Kihyuk Sohn Diogo Almeida Honglak Lee 24 499 0 16 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 93 10,126 0 16 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 28 39 0 01 Mar 2016
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 43 1,897 0 24 Feb 2016
Choice by Elimination via Deep Neural Networks T. Tran Dinh Q. Phung Svetha Venkatesh BDL CML 6 4 0 17 Feb 2016
Attention-Based Convolutional Neural Network for Machine Comprehension Wenpeng Yin Sebastian Ebert Hinrich Schütze 30 99 0 13 Feb 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 30 1,140 0 07 Feb 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 37 5,146 0 22 Dec 2015
Blockout: Dynamic Model Selection for Hierarchical Deep Networks Calvin Murdock Zerui Li Howard Zhou Tom Duerig OOD BDL 20 47 0 16 Dec 2015
Small-footprint Deep Neural Networks with Highway Connections for Speech Recognition Liang Lu Steve Renals 43 23 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 273 191,549 0 10 Dec 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 126 5,489 0 23 Nov 2015