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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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Deep Soft Procrustes for Markerless Volumetric Sensor Alignment V. Sterzentsenko Alexandros Doumanoglou Spyridon Thermos N. Zioulis D. Zarpalas P. Daras 3DV 43 8 0 23 Mar 2020
Architectural Resilience to Foreground-and-Background Adversarial Noise Carl Cheng Evan Hu AAML 23 0 0 23 Mar 2020
Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection Biraja Ghoshal A. Tucker UQCV OOD 89 380 0 22 Mar 2020
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Multi-Task Learning Enhanced Single Image De-Raining Yulong Fan Rong Chen Yue Liu 25 1 0 21 Mar 2020
Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques Qinkai Zheng Han Qiu G. Memmi Isabelle Bloch 27 0 0 20 Mar 2020
Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN Jingwen Ye Yixin Ji Xinchao Wang Xin Gao Xiuming Zhang 126 53 0 20 Mar 2020
Multilayer Dense Connections for Hierarchical Concept Classification T. Parag Hongcheng Wang 31 1 0 19 Mar 2020
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses Malik Boudiaf Jérôme Rony Imtiaz Masud Ziko Eric Granger M. Pedersoli Pablo Piantanida Ismail Ben Ayed SSL 115 160 0 19 Mar 2020
Overinterpretation reveals image classification model pathologies Brandon Carter Siddhartha Jain Jonas W. Mueller David K Gifford FAtt 151 52 0 19 Mar 2020
Exemplar Normalization for Learning Deep Representation Ruimao Zhang Zhanglin Peng Lingyun Wu Zhuguo Li Ping Luo OOD 167 13 0 19 Mar 2020
A novel Deep Structure U-Net for Sea-Land Segmentation in Remote Sensing Images Pourya Shamsolmoali Masoumeh Zareapoor Ruili Wang Huiyu Zhou Jie Yang SSeg 74 105 0 17 Mar 2020
Towards Face Encryption by Generating Adversarial Identity Masks Xiao Yang Yinpeng Dong Tianyu Pang Hang Su Jun Zhu YueFeng Chen H. Xue AAML PICV 151 75 0 15 Mar 2020
A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems Qingchao Zhang X. Ye Hongcheng Liu Yunmei Chen 31 3 0 15 Mar 2020
DHOG: Deep Hierarchical Object Grouping L. N. Darlow Amos Storkey 55 7 0 13 Mar 2020
Fairness by Learning Orthogonal Disentangled Representations Mhd Hasan Sarhan Nassir Navab Abouzar Eslami Shadi Albarqouni FaML OOD CML 131 97 0 12 Mar 2020
A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth Yiping Lu Chao Ma Yulong Lu Jianfeng Lu Lexing Ying MLT 167 79 0 11 Mar 2020
LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images Shan Lin Fangbo Qin Yangming Li Randall Bly K. Moe Blake Hannaford GAN MedIm 58 36 0 10 Mar 2020
ReZero is All You Need: Fast Convergence at Large Depth Thomas C. Bachlechner Bodhisattwa Prasad Majumder H. H. Mao G. Cottrell Julian McAuley AI4CE 96 283 0 10 Mar 2020
Channel Pruning via Optimal Thresholding Yun Ye Ganmei You Jong-Kae Fwu Xia Zhu Q. Yang Yuan Zhu 47 12 0 10 Mar 2020
Manifold Regularization for Locally Stable Deep Neural Networks Charles Jin Martin Rinard AAML 94 15 0 09 Mar 2020
Embedding Propagation: Smoother Manifold for Few-Shot Classification Pau Rodríguez I. Laradji Alexandre Drouin Alexandre Lacoste 73 196 0 09 Mar 2020
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Zhedong Zheng Yi Yang NoLa 245 507 0 08 Mar 2020
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search Haoyu Zhang Yaochu Jin Ran Cheng K. Hao 67 9 0 07 Mar 2020
Weight mechanism: adding a constant in concatenation of series connect Xiaojie Qi 30 0 0 07 Mar 2020
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 295 1,058 0 06 Mar 2020
Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation István Sárándi Timm Linder Kai O. Arras Bastian Leibe 3DH 73 19 0 05 Mar 2020
Balance Between Efficient and Effective Learning: Dense2Sparse Reward Shaping for Robot Manipulation with Environment Uncertainty Yongle Luo Kun Dong Lili Zhao Zhiyong Sun Chao Zhou Bo Song 102 13 0 05 Mar 2020
Train-by-Reconnect: Decoupling Locations of Weights from their Values Yushi Qiu R. Suda 20 0 0 05 Mar 2020
Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization Saehyung Lee Hyungyu Lee Sungroh Yoon AAML 252 119 0 05 Mar 2020
Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited Wesley J. Maddox Gregory W. Benton A. Wilson 145 61 0 04 Mar 2020
Iterative Averaging in the Quest for Best Test Error Diego Granziol Xingchen Wan Samuel Albanie Stephen J. Roberts 76 3 0 02 Mar 2020
Flashlight CNN Image Denoising Pham Huu Thanh Binh Cristóvão Cruz K. Egiazarian 25 6 0 02 Mar 2020
Soft-Root-Sign Activation Function Yuan Zhou Dandan Li Shuwei Huo S. Kung ODL 62 25 0 01 Mar 2020
Training BatchNorm and Only BatchNorm: On the Expressive Power of Random Features in CNNs Jonathan Frankle D. Schwab Ari S. Morcos 126 143 0 29 Feb 2020
ImmuNetNAS: An Immune-network approach for searching Convolutional Neural Network Architectures Kefan Chen Wei Pang 35 2 0 28 Feb 2020
A Free-Energy Principle for Representation Learning Yansong Gao Pratik Chaudhari DRL 65 9 0 27 Feb 2020
Heterogeneous Graph Neural Networks for Malicious Account Detection Ziqi Liu Chaochao Chen Xinxing Yang Jun Zhou Xiaolong Li Le Song 74 359 0 27 Feb 2020
FMix: Enhancing Mixed Sample Data Augmentation Ethan Harris Antonia Marcu Matthew Painter M. Niranjan Adam Prugel-Bennett Jonathon S. Hare AAML 83 26 0 27 Feb 2020
Deep Residual-Dense Lattice Network for Speech Enhancement M. Nikzad Aaron Nicolson Yongsheng Gao Jun Zhou K. Paliwal Fanhua Shang 51 38 0 27 Feb 2020
Learning to Shadow Hand-drawn Sketches Qingyuan Zheng Zhuoru Li Adam W. Bargteil GAN 3DH 3DV 89 27 0 26 Feb 2020
Disentangling Adaptive Gradient Methods from Learning Rates Naman Agarwal Rohan Anil Elad Hazan Tomer Koren Cyril Zhang 109 38 0 26 Feb 2020
ResNets, NeuralODEs and CT-RNNs are Particular Neural Regulatory Networks Radu Grosu 26 1 0 26 Feb 2020
Overfitting in adversarially robust deep learning Leslie Rice Eric Wong Zico Kolter 178 812 0 26 Feb 2020
Predicting Neural Network Accuracy from Weights Thomas Unterthiner Daniel Keysers Sylvain Gelly Olivier Bousquet Ilya O. Tolstikhin 96 108 0 26 Feb 2020
Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data Yen-Chang Hsu Yilin Shen Hongxia Jin Z. Kira OODD 167 580 0 26 Feb 2020
Toward fast and accurate human pose estimation via soft-gated skip connections Adrian Bulat Jean Kossaifi Georgios Tzimiropoulos Maja Pantic 3DH 82 90 0 25 Feb 2020
Optimal Gradient Quantization Condition for Communication-Efficient Distributed Training An Xu Zhouyuan Huo Heng-Chiao Huang MQ 40 6 0 25 Feb 2020
Layer-wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs Lei Huang Jie Qin Li Liu Fan Zhu Ling Shao AI4CE 86 11 0 25 Feb 2020
Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour Supervision Fangbo Qin Shan Lin Yangming Li Randall Bly K. Moe Blake Hannaford 134 51 0 25 Feb 2020