Wide Residual Networks

23 May 2016

Papers citing "Wide Residual Networks"

50 / 4,117 papers shown

Title
FreezeOut: Accelerate Training by Progressively Freezing Layers Andrew Brock Theodore Lim J. Ritchie Nick Weston 22 123 0 15 Jun 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 68 5,702 0 14 Jun 2017
Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks Jia Ding Aoxue Li Zhiqiang Hu Liwei Wang MedIm 24 344 0 14 Jun 2017
Confident Multiple Choice Learning Kimin Lee Changho Hwang KyoungSoo Park Jinwoo Shin 28 48 0 12 Jun 2017
Few-Shot Image Recognition by Predicting Parameters from Activations Siyuan Qiao Chenxi Liu Wei Shen Alan Yuille VLM 26 553 0 12 Jun 2017
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks Shiyu Liang Yixuan Li R. Srikant UQCV OODD 32 2,029 0 08 Jun 2017
Training Quantized Nets: A Deeper Understanding Hao Li Soham De Zheng Xu Christoph Studer H. Samet Tom Goldstein MQ 22 209 0 07 Jun 2017
Are Saddles Good Enough for Deep Learning? Adepu Ravi Sankar V. Balasubramanian 43 5 0 07 Jun 2017
DiracNets: Training Very Deep Neural Networks Without Skip-Connections Sergey Zagoruyko N. Komodakis UQCV OOD 13 117 0 01 Jun 2017
Deep Mutual Learning Ying Zhang Tao Xiang Timothy M. Hospedales Huchuan Lu FedML 39 1,639 0 01 Jun 2017
Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments Zixing Zhang Jürgen T. Geiger Jouni Pohjalainen A. Mousa Wenyu Jin Björn Schuller 22 306 0 30 May 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 39 824 0 27 May 2017
Train longer, generalize better: closing the generalization gap in large batch training of neural networks Elad Hoffer Itay Hubara Daniel Soudry ODL 44 795 0 24 May 2017
Bayesian Compression for Deep Learning Christos Louizos Karen Ullrich Max Welling UQCV BDL 23 479 0 24 May 2017
Selective Classification for Deep Neural Networks Yonatan Geifman Ran El-Yaniv CVBM 26 506 0 23 May 2017
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation Matthias Hein Maksym Andriushchenko AAML 45 505 0 23 May 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 47 918 0 22 May 2017
Regularizing deep networks using efficient layerwise adversarial training S. Sankaranarayanan Arpit Jain Rama Chellappa Ser Nam Lim AAML 30 96 0 22 May 2017
Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients Lukas Balles Philipp Hennig 26 161 0 22 May 2017
Shake-Shake regularization Xavier Gastaldi 3DPC BDL OOD 30 380 0 21 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 87 3,074 0 19 May 2017
Building effective deep neural network architectures one feature at a time Martin Mundt Tobias Weis K. Konda Visvanathan Ramesh 24 1 0 18 May 2017
Incremental Learning Through Deep Adaptation Amir Rosenfeld John K. Tsotsos CLL 19 275 0 11 May 2017
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images B. Bejnordi G. Zuidhof M. Balkenhol M. Hermsen P. Bult Bram van Ginneken N. Karssemeijer G. Litjens Jeroen van der Laak 37 161 0 10 May 2017
Gabor Convolutional Networks Shangzhen Luan Baochang Zhang Chen Chen Xianbin Cao Jiawei Han Jianzhuang Liu BDL 47 338 0 03 May 2017
Parseval Networks: Improving Robustness to Adversarial Examples Moustapha Cissé Piotr Bojanowski Edouard Grave Yann N. Dauphin Nicolas Usunier AAML 86 798 0 28 Apr 2017
Inception Recurrent Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha 39 86 0 25 Apr 2017
Residual Attention Network for Image Classification Fei Wang Mengqing Jiang Chao Qian Shuo Yang Cheng Li Honggang Zhang Xiaogang Wang Xiaoou Tang 66 3,288 0 23 Apr 2017
Network Dissection: Quantifying Interpretability of Deep Visual Representations David Bau Bolei Zhou A. Khosla A. Oliva Antonio Torralba MILM FAtt 23 1,497 1 19 Apr 2017
Simplified Stochastic Feedforward Neural Networks Kimin Lee Jaehyung Kim S. Chong Jinwoo Shin 21 3 0 11 Apr 2017
Automatic Liver Lesion Detection using Cascaded Deep Residual Networks Lei Bi Jinman Kim Ashnil Kumar D. Feng MedIm 21 80 0 10 Apr 2017
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises T. Nguyen Firoj Alam Ferda Ofli Muhammad Imran 29 86 0 09 Apr 2017
On the Relation between Color Image Denoising and Classification Jiqing Wu Radu Timofte Zhiwu Huang Luc Van Gool 14 14 0 05 Apr 2017
Truncating Wide Networks using Binary Tree Architectures Yan Zhang Mete Ozay Shuohao Li Takayuki Okatani MQ 21 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 33 32 0 03 Apr 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu J. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 50 935 0 01 Apr 2017
Multi-Scale Dense Networks for Resource Efficient Image Classification Gao Huang Danlu Chen Tianhong Li Felix Wu L. V. D. van der Maaten Kilian Q. Weinberger VLM 24 137 0 29 Mar 2017
Active Convolution: Learning the Shape of Convolution for Image Classification Yunho Jeon Junmo Kim 29 171 0 27 Mar 2017
Scaling the Scattering Transform: Deep Hybrid Networks Edouard Oyallon Eugene Belilovsky Sergey Zagoruyko 28 157 0 27 Mar 2017
More is Less: A More Complicated Network with Less Inference Complexity Xuanyi Dong Junshi Huang Yi Yang Shuicheng Yan 26 288 0 25 Mar 2017
Generative Adversarial Residual Pairwise Networks for One Shot Learning A. Mehrotra Ambedkar Dukkipati GAN 32 110 0 23 Mar 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 279 3,469 0 21 Mar 2017
SORT: Second-Order Response Transform for Visual Recognition Yan Wang Lingxi Xie Chenxi Liu Ya Zhang Wenjun Zhang Alan Yuille 25 53 0 20 Mar 2017
Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks Lei Bi Jinman Kim Euijoon Ahn D. Feng MedIm 25 199 0 12 Mar 2017
Sharing Residual Units Through Collective Tensor Factorization in Deep Neural Networks Yunpeng Chen Xiaojie Jin Bingyi Kang Jiashi Feng Shuicheng Yan 35 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 26 364 0 06 Mar 2017
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation Di Xie Jiang Xiong Shiliang Pu 21 181 0 06 Mar 2017
Building a Regular Decision Boundary with Deep Networks Edouard Oyallon 16 29 0 06 Mar 2017
Genetic CNN Lingxi Xie Alan Yuille 3DV 53 836 0 04 Mar 2017
Deep Collaborative Learning for Visual Recognition Yan Wang Lingxi Xie Ya Zhang Wenjun Zhang Alan Yuille 28 4 0 03 Mar 2017