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Wide Residual Networks

23 May 2016

Papers citing "Wide Residual Networks"

50 / 4,147 papers shown

Title
Multi-Scale Weight Sharing Network for Image Recognition Shubhra Aich Ian Stavness Y. Taniguchi Masaki Yamazaki 21 16 0 09 Jan 2020
Least squares binary quantization of neural networks Hadi Pouransari Zhucheng Tu Oncel Tuzel MQ 82 32 0 09 Jan 2020
Distributionally Robust Deep Learning using Hardness Weighted Sampling Lucas Fidon Michael Aertsen Thomas Deprest Doaa Emam Frédéric Guffens ... Andrew Melbourne Sébastien Ourselin Jan Deprest Georg Langs Tom Vercauteren OOD 96 10 0 08 Jan 2020
Convolutional Networks with Dense Connectivity Gao Huang Zhuang Liu Geoff Pleiss Laurens van der Maaten Kilian Q. Weinberger 3DV 80 457 0 08 Jan 2020
Resource-Efficient Neural Networks for Embedded Systems Wolfgang Roth Günther Schindler Lukas Pfeifenberger Robert Peharz Sebastian Tschiatschek Holger Fröning Franz Pernkopf Zoubin Ghahramani 84 51 0 07 Jan 2020
Sparse Weight Activation Training Md Aamir Raihan Tor M. Aamodt 142 73 0 07 Jan 2020
Phase Transitions for the Information Bottleneck in Representation Learning Tailin Wu Ian S. Fischer DRL 80 29 0 07 Jan 2020
Consistent Batch Normalization for Weighted Loss in Imbalanced-Data Environment Muneki Yasuda Yeo Xian En S. Ueno 36 1 0 06 Jan 2020
Self-Orthogonality Module: A Network Architecture Plug-in for Learning Orthogonal Filters Ziming Zhang Wenchi Ma Yuanwei Wu Guanghui Wang 85 10 0 05 Jan 2020
Lightweight Residual Densely Connected Convolutional Neural Network Fahimeh Fooladgar S. Kasaei 57 13 0 02 Jan 2020
FLAT: Few-Shot Learning via Autoencoding Transformation Regularizers Haohang Xu H. Xiong Guojun Qi 41 2 0 29 Dec 2019
Efficient Adversarial Training with Transferable Adversarial Examples Haizhong Zheng Ziqi Zhang Juncheng Gu Honglak Lee A. Prakash AAML 87 109 0 27 Dec 2019
Improving Visual Recognition using Ambient Sound for Supervision Rohan Mahadev Hongyu Lu 19 1 0 25 Dec 2019
Competing Ratio Loss for Discriminative Multi-class Image Classification Kecheng Zhang Yurong Guo Xinsheng Wang Dongliang Chang Zhenbing Zhao Zhanyu Ma T. Han 59 4 0 25 Dec 2019
Image Enhanced Rotation Prediction for Self-Supervised Learning Shin'ya Yamaguchi Sekitoshi Kanai Tetsuya Shioda Shoichiro Takeda 49 12 0 25 Dec 2019
TRADI: Tracking deep neural network weight distributions for uncertainty estimation Gianni Franchi Andrei Bursuc Emanuel Aldea Séverine Dubuisson Isabelle Bloch UQCV 162 52 0 24 Dec 2019
Adversarial AutoAugment Xinyu Zhang Qiang-qiang Wang Jian Zhang Zhaobai Zhong AAML 86 198 0 24 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Xin Chen Lingxi Xie Jun Wu Qi Tian 137 96 0 23 Dec 2019
Layerwise Noise Maximisation to Train Low-Energy Deep Neural Networks Sébastien Henwood François Leduc-Primeau Yvon Savaria 39 10 0 23 Dec 2019
Adversarial Feature Distribution Alignment for Semi-Supervised Learning Christoph Mayer M. Paul Radu Timofte 80 12 0 22 Dec 2019
The State of Knowledge Distillation for Classification Fabian Ruffy K. Chahal 83 20 0 20 Dec 2019
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks B. Chatterjee Charalambos (Charis) Poullis SSeg 33 17 0 19 Dec 2019
$n$ -ML: Mitigating Adversarial Examples via Ensembles of Topologically Manipulated Classifiers Mahmood Sharif Lujo Bauer Michael K. Reiter AAML 46 6 0 19 Dec 2019
TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning Zhongjie Yu Lin Chen Zhongwei Cheng Jiebo Luo 80 110 0 19 Dec 2019
Design Considerations for Efficient Deep Neural Networks on Processing-in-Memory Accelerators Tien-Ju Yang Vivienne Sze 3DH 54 47 0 18 Dec 2019
RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms Varun Nair Javier Fuentes Alonso Tony Beltramelli 58 26 0 18 Dec 2019
ResNetX: a more disordered and deeper network architecture Wenfeng Feng Xin Zhang Guangpeng Zhao 49 3 0 18 Dec 2019
Semantic Regularization: Improve Few-shot Image Classification by Reducing Meta Shift Da Chen Yongliang Yang Zunlei Feng Xiang Wu Min-Gyoo Song Wenbin Li Yuan He Hui Xue Feng Mao VLM 23 1 0 18 Dec 2019
On the Bias-Variance Tradeoff: Textbooks Need an Update Brady Neal 43 18 0 17 Dec 2019
$$\ell_0$ Regularized Structured Sparsity Convolutional Neural Networks$ $\ell_0$ Regularized Structured Sparsity Convolutional Neural Networks Kevin Bui Fredrick Park Shuai Zhang Y. Qi Jack Xin 40 0 0 17 Dec 2019
On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration Kanil Patel William H. Beluch Dan Zhang Michael Pfeiffer Bin Yang UQCV 125 30 0 16 Dec 2019
Shaping representations through communication: community size effect in artificial learning systems O. Tieleman Angeliki Lazaridou Shibl Mourad Charles Blundell Doina Precup AI4CE 55 23 0 12 Dec 2019
Gabor Layers Enhance Network Robustness Juan C. Pérez Motasem Alfarra Guillaume Jeanneret Adel Bibi Ali K. Thabet Guohao Li Pablo Arbelaez AAML 55 18 0 11 Dec 2019
Parting with Illusions about Deep Active Learning Sudhanshu Mittal Maxim Tatarchenko Özgün Çiçek Thomas Brox VLM 118 59 0 11 Dec 2019
Associative Alignment for Few-shot Image Classification Arman Afrasiyabi Jean-François Lalonde Christian Gagné VLM 75 151 0 11 Dec 2019
Deep Adaptive Wavelet Network M. Bastidas-Rodríguez Adrien Gruson Luisa F. Polanía S. Fujieda F. Ortíz Kohei Takayama T. Hachisuka FAtt OOD 78 56 0 10 Dec 2019
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization Xianzhi Du Nayeon Lee Pengchong Jin Golnaz Ghiasi Mingxing Tan Huayu Chen Quoc V. Le Xiaodan Song 78 174 0 10 Dec 2019
Statistically Robust Neural Network Classification Benjie Wang Stefan Webb Tom Rainforth OOD AAML 83 19 0 10 Dec 2019
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering Souvick Ghosh Satanu Ghosh 31 4 0 08 Dec 2019
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One Will Grathwohl Kuan-Chieh Wang J. Jacobsen David Duvenaud Mohammad Norouzi Kevin Swersky VLM 108 547 0 06 Dec 2019
Detection of Face Recognition Adversarial Attacks F. V. Massoli F. Carrara Giuseppe Amato Fabrizio Falchi AAML 119 55 0 05 Dec 2019
Neural Tangents: Fast and Easy Infinite Neural Networks in Python Roman Novak Lechao Xiao Jiri Hron Jaehoon Lee Alexander A. Alemi Jascha Narain Sohl-Dickstein S. Schoenholz 100 231 0 05 Dec 2019
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dan Hendrycks Norman Mu E. D. Cubuk Barret Zoph Justin Gilmer Balaji Lakshminarayanan OOD UQCV 192 1,313 0 05 Dec 2019
FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation Chaitanya Kaul Nick E. Pears Hang Dai Roderick Murray-Smith S. Manandhar SSeg 39 6 0 04 Dec 2019
Domain-independent Dominance of Adaptive Methods Pedro H. P. Savarese David A. McAllester Sudarshan Babu Michael Maire ODL 85 22 0 04 Dec 2019
QUEST: Quantized embedding space for transferring knowledge Himalaya Jain Spyros Gidaris N. Komodakis P. Pérez Matthieu Cord 44 14 0 03 Dec 2019
On the Validity of Bayesian Neural Networks for Uncertainty Estimation John Mitros Brian Mac Namee UQCV BDL 98 30 0 03 Dec 2019
The Knowledge Within: Methods for Data-Free Model Compression Matan Haroush Itay Hubara Elad Hoffer Daniel Soudry 68 109 0 03 Dec 2019
Overcoming Catastrophic Forgetting by Generative Regularization Peiqiu Chen Wei Wei Cho-Jui Hsieh Bo Dai CLL 51 17 0 03 Dec 2019
EDAS: Efficient and Differentiable Architecture Search H. Hong Pyunghwan Ahn Junmo Kim MQ 35 2 0 03 Dec 2019