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Identity Mappings in Deep Residual Networks

16 March 2016

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Papers citing "Identity Mappings in Deep Residual Networks"

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Simplified Stochastic Feedforward Neural Networks Kimin Lee Jaehyung Kim S. Chong Jinwoo Shin 43 3 0 11 Apr 2017
Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale A. Albert Jasleen Kaur Marta C. González 64 197 0 10 Apr 2017
ActionVLAD: Learning spatio-temporal aggregation for action classification Rohit Girdhar Deva Ramanan Abhinav Gupta Josef Sivic Bryan C. Russell AI4TS 90 451 0 10 Apr 2017
Truncating Wide Networks using Binary Tree Architectures Yan Zhang Mete Ozay Shuohao Li Takayuki Okatani MQ 28 4 0 03 Apr 2017
A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion Lin Xiong J. Karlekar Jian-jun Zhao Yi Cheng Yan Xu Jiashi Feng Sugiri Pranata Shengmei Shen CVBM 85 32 0 03 Apr 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu John E. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 180 954 0 01 Apr 2017
Single Image Super Resolution - When Model Adaptation Matters Yudong Liang Radu Timofte Jinjun Wang Yihong Gong N. Zheng SupR 61 21 0 31 Mar 2017
From Deep to Shallow: Transformations of Deep Rectifier Networks Senjian An F. Boussaïd Bennamoun Jiankun Hu 34 2 0 30 Mar 2017
One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models Jen-Hao Rick Chang Chun-Liang Li Barnabás Póczós B. Kumar Aswin C. Sankaranarayanan 80 348 0 29 Mar 2017
Active Convolution: Learning the Shape of Convolution for Image Classification Yunho Jeon Junmo Kim 88 172 0 27 Mar 2017
Learning Simpler Language Models with the Differential State Framework Alexander Ororbia Tomas Mikolov David Reitter AI4TS 58 65 0 26 Mar 2017
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays Wei-Ming Dai Joseph Doyle Xiaodan Liang Zeya Wang Nanqing Dong Huatian Zhang Eric Xing MedIm 93 170 0 26 Mar 2017
More is Less: A More Complicated Network with Less Inference Complexity Xuanyi Dong Junshi Huang Yi Yang Shuicheng Yan 85 288 0 25 Mar 2017
Single Image Super-resolution via a Lightweight Residual Convolutional Neural Network Yudong Liang Ze Yang Kai Zhang Yihui He Jinjun Wang Nanning Zheng SupR 74 16 0 23 Mar 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 162 3,214 0 22 Mar 2017
Neural Ctrl-F: Segmentation-free Query-by-String Word Spotting in Handwritten Manuscript Collections T. Wilkinson Jonas Lindström Anders Brun 76 38 0 22 Mar 2017
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks) Adrian Bulat Georgios Tzimiropoulos 3DH CVBM 3DV 110 1,482 0 21 Mar 2017
Spatio-Temporal Facial Expression Recognition Using Convolutional Neural Networks and Conditional Random Fields Behzad Hassani Mohammad H. Mahoor CVBM 87 86 0 20 Mar 2017
SORT: Second-Order Response Transform for Visual Recognition Yan Wang Lingxi Xie Chenxi Liu Ya Zhang Wenjun Zhang Alan Yuille 71 53 0 20 Mar 2017
Multi-style Generative Network for Real-time Transfer Hang Zhang Kristin J. Dana 84 280 0 20 Mar 2017
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning Ronald Kemker C. Salvaggio Christopher Kanan 80 461 0 19 Mar 2017
Multilevel Context Representation for Improving Object Recognition Andreas Kölsch Muhammad Zeshan Afzal Marcus Liwicki 48 3 0 19 Mar 2017
Learned Optimizers that Scale and Generalize Olga Wichrowska Niru Maheswaranathan Matthew W. Hoffman Sergio Gomez Colmenarejo Misha Denil Nando de Freitas Jascha Narain Sohl-Dickstein AI4CE 94 284 0 14 Mar 2017
Combining Residual Networks with LSTMs for Lipreading Themos Stafylakis Georgios Tzimiropoulos VLM 120 310 0 12 Mar 2017
Parallel Multiscale Autoregressive Density Estimation Scott E. Reed Aaron van den Oord Nal Kalchbrenner Sergio Gomez Colmenarejo Ziyun Wang Dan Belov Nando de Freitas BDL 106 207 0 10 Mar 2017
Sharing Residual Units Through Collective Tensor Factorization in Deep Neural Networks Yunpeng Chen Xiaojie Jin Bingyi Kang Jiashi Feng Shuicheng Yan 80 37 0 07 Mar 2017
English Conversational Telephone Speech Recognition by Humans and Machines G. Saon Gakuto Kurata Tom Sercu Kartik Audhkhasi Samuel Thomas ... Bhuvana Ramabhadran M. Picheny L. Lim Bergul Roomi Phil Hall 75 366 0 06 Mar 2017
Learning across scales - A multiscale method for Convolution Neural Networks E. Haber Lars Ruthotto E. Holtham Seong-Hwan Jun 66 23 0 06 Mar 2017
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR Yoseob Han J. Yoo J. C. Ye MedIm OOD 184 232 0 03 Mar 2017
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 123 191 0 02 Mar 2017
Evolving Deep Neural Networks Risto Miikkulainen J. Liang Elliot Meyerson Aditya Rawal Daniel Fink ... B. Raju Hormoz Shahrzad Arshak Navruzyan Nigel P. Duffy Babak Hodjat 124 891 0 01 Mar 2017
ShaResNet: reducing residual network parameter number by sharing weights Alexandre Boulch 107 26 0 28 Feb 2017
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 183 233 0 28 Feb 2017
MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information Hao Yang Qiufeng Wang Jianfei Cai Yew-Soon Ong 90 61 0 28 Feb 2017
The Shattered Gradients Problem: If resnets are the answer, then what is the question? David Balduzzi Marcus Frean Lennox Leary J. P. Lewis Kurt Wan-Duo Ma Brian McWilliams ODL 75 406 0 28 Feb 2017
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys Joshua Saxe Konstantin Berlin 98 208 0 27 Feb 2017
Low-Precision Batch-Normalized Activations Benjamin Graham MQ 79 9 0 27 Feb 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 145 225 0 24 Feb 2017
The Power of Sparsity in Convolutional Neural Networks Soravit Changpinyo Mark Sandler A. Zhmoginov 89 133 0 21 Feb 2017
Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification Feng Zhu Hongsheng Li Wanli Ouyang Nenghai Yu Xiaogang Wang 72 338 0 20 Feb 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 758 10,878 0 19 Feb 2017
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation M. Drozdzal Gabriel Chartrand Eugene Vorontsov Lisa Di-Jorio A. Tang Adriana Romero Yoshua Bengio C. Pal Samuel Kadoury MedIm 63 219 0 16 Feb 2017
Soft Weight-Sharing for Neural Network Compression Karen Ullrich Edward Meeds Max Welling 174 421 0 13 Feb 2017
Cognitive Mapping and Planning for Visual Navigation Saurabh Gupta Varun Tolani James Davidson Sergey Levine Rahul Sukthankar Jitendra Malik 131 715 0 13 Feb 2017
A Novel Weight-Shared Multi-Stage CNN for Scale Robustness Ryo Takahashi Takashi Matsubara K. Uehara OOD 64 21 0 12 Feb 2017
Wide-Residual-Inception Networks for Real-time Object Detection Youngwan Lee Byeonghak Yim Huieun Kim Eunsoo Park X. Cui Taekang Woo Hakil Kim ObjD 77 32 0 04 Feb 2017
Symbolic, Distributed and Distributional Representations for Natural Language Processing in the Era of Deep Learning: a Survey L. Ferrone Fabio Massimo Zanzotto 49 38 0 02 Feb 2017
Skip Connections Eliminate Singularities Emin Orhan Xaq Pitkow 110 25 0 31 Jan 2017
Universal representations:The missing link between faces, text, planktons, and cat breeds Hakan Bilen Andrea Vedaldi 82 147 0 25 Jan 2017
Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification Sergey Korolev Amir Safiullin Mikhail Belyaev Yulia Dodonova MedIm 62 367 0 23 Jan 2017