v1v2v3 (latest)

Identity Mappings in Deep Residual Networks

16 March 2016

ArXiv (abs)PDF HTML Github (917★)

Papers citing "Identity Mappings in Deep Residual Networks"

50 / 3,572 papers shown

Title
Multiview and Multiclass Image Segmentation using Deep Learning in Fetal Echocardiography Ken C. L. Wong E. Sinkovskaya A. Abuhamad Tanveer Syeda-Mahmood 48 4 0 23 Mar 2021
DeepViT: Towards Deeper Vision Transformer Daquan Zhou Bingyi Kang Xiaojie Jin Linjie Yang Xiaochen Lian Zihang Jiang Qibin Hou Jiashi Feng ViT 165 525 0 22 Mar 2021
Delving into Variance Transmission and Normalization: Shift of Average Gradient Makes the Network Collapse YuXiang Liu Jidong Ge Chuanyi Li Jie Gui 124 2 0 22 Mar 2021
Adversarially Optimized Mixup for Robust Classification Jason Bunk Srinjoy Chattopadhyay B. S. Manjunath S. Chandrasekaran AAML 140 8 0 22 Mar 2021
ScanMix: Learning from Severe Label Noise via Semantic Clustering and Semi-Supervised Learning Ragav Sachdeva F. Cordeiro Vasileios Belagiannis Ian Reid G. Carneiro 112 34 0 21 Mar 2021
Efficient Visual Pretraining with Contrastive Detection Olivier J. Hénaff Skanda Koppula Jean-Baptiste Alayrac Aaron van den Oord Oriol Vinyals João Carreira VLM SSL 80 166 0 19 Mar 2021
Neural Networks for Semantic Gaze Analysis in XR Settings Lena Stubbemann Dominik Dürrschnabel R. Refflinghaus 29 5 0 18 Mar 2021
Understanding Generalization in Adversarial Training via the Bias-Variance Decomposition Yaodong Yu Zitong Yang Yan Sun Jacob Steinhardt Yi-An Ma 74 17 0 17 Mar 2021
Parareal Neural Networks Emulating a Parallel-in-time Algorithm Zhanyu Ma Jiyang Xie Jingyi Yu AI4CE 103 10 0 16 Mar 2021
Multi-task learning for virtual flow metering Anders T. Sandnes B. Grimstad O. Kolbjørnsen 46 14 0 15 Mar 2021
UPANets: Learning from the Universal Pixel Attention Networks Ching-Hsun Tseng Shin-Jye Lee Jianxing Feng Shengzhong Mao Yuping Wu Jia-Yu Shang Mou-Chung Tseng Xiao-Jun Zeng 52 15 0 15 Mar 2021
MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization Masakazu Yoshimura M. M. Marinho K. Harada M. Mitsuishi 106 5 0 15 Mar 2021
Semi-Supervised Video Deraining with Dynamical Rain Generator Zongsheng Yue Jianwen Xie Qian Zhao Deyu Meng 164 66 0 14 Mar 2021
OkwuGbé: End-to-End Speech Recognition for Fon and Igbo Bonaventure F. P. Dossou Chris C. Emezue 72 14 0 13 Mar 2021
Revisiting ResNets: Improved Training and Scaling Strategies Irwan Bello W. Fedus Xianzhi Du E. D. Cubuk A. Srinivas Nayeon Lee Jonathon Shlens Barret Zoph 98 303 0 13 Mar 2021
Training Networks in Null Space of Feature Covariance for Continual Learning Shipeng Wang Xiaorong Li Jian Sun Zongben Xu CLL 103 144 0 12 Mar 2021
3D Human Pose, Shape and Texture from Low-Resolution Images and Videos Xiangyu Xu Hao Chen Francesc Moreno-Noguer László A. Jeni Fernando de la Torre 3DH 109 35 0 11 Mar 2021
MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks Alexandre Ramé Rémy Sun Matthieu Cord UQCV 112 61 0 10 Mar 2021
Robustness to Pruning Predicts Generalization in Deep Neural Networks Lorenz Kuhn Clare Lyle Aidan Gomez Jonas Rothfuss Y. Gal 94 14 0 10 Mar 2021
AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing Qi Song Kangfu Mei Rui Huang SSeg 94 77 0 10 Mar 2021
Partial Differential Equations is All You Need for Generating Neural Architectures -- A Theory for Physical Artificial Intelligence Systems Ping Guo Kaizhu Huang Zenglin Xu AI4CE 21 3 0 10 Mar 2021
Knowledge Evolution in Neural Networks Ahmed Taha Abhinav Shrivastava L. Davis 87 22 0 09 Mar 2021
Depth Evaluation for Metal Surface Defects by Eddy Current Testing using Deep Residual Convolutional Neural Networks Tian Meng Yang Tao Ziqi Chen J. S. Avila Qiaoye Ran ... Qian Zhao Zhijie Zhang Hujun Yin A. Peyton W. Yin 42 31 0 08 Mar 2021
Content-Aware Detection of Temporal Metadata Manipulation Rafael Padilha Tawfiq Salem Scott Workman Fernanda A. Andaló Anderson de Rezende Rocha Nathan Jacobs 46 6 0 08 Mar 2021
A Novel Perspective for Positive-Unlabeled Learning via Noisy Labels Daiki Tanaka Daiki Ikami Kiyoharu Aizawa NoLa 30 3 0 08 Mar 2021
Consistency Regularization for Adversarial Robustness Jihoon Tack Sihyun Yu Jongheon Jeong Minseon Kim Sung Ju Hwang Jinwoo Shin AAML 111 61 0 08 Mar 2021
Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN Desheng Wang Wei-dong Jin Yunpu Wu Aamir Khan GAN 58 8 0 08 Mar 2021
Auto-tuning of Deep Neural Networks by Conflicting Layer Removal David Peer Sebastian Stabinger A. Rodríguez-Sánchez 54 4 0 07 Mar 2021
LongReMix: Robust Learning with High Confidence Samples in a Noisy Label Environment F. Cordeiro Ragav Sachdeva Vasileios Belagiannis Ian Reid G. Carneiro NoLa 79 80 0 06 Mar 2021
Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images Chentian Li Chi Ma W. Lu MedIm 49 1 0 06 Mar 2021
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images A. Wong Jack Lu Adam Dorfman Paul McInnis M. Famouri Daniel Manary J. Lee Michael Lynch AI4CE 65 18 0 06 Mar 2021
IOT: Instance-wise Layer Reordering for Transformer Structures Jinhua Zhu Lijun Wu Yingce Xia Shufang Xie Tao Qin Wen-gang Zhou Houqiang Li Tie-Yan Liu 87 7 0 05 Mar 2021
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth Yihe Dong Jean-Baptiste Cordonnier Andreas Loukas 184 388 0 05 Mar 2021
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture S. Min Kun Wu Sitao Huang Mert Hidayetouglu Jinjun Xiong Eiman Ebrahimi Deming Chen Wen-mei W. Hwu GNN 102 69 0 04 Mar 2021
Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis Yuzhe Lu Aadarsh Jha Yuankai Huo MedIm 122 4 0 04 Mar 2021
Dynamic Efficient Adversarial Training Guided by Gradient Magnitude Fu Lee Wang Yanghao Zhang Yanbin Zheng Wenjie Ruan 86 1 0 04 Mar 2021
Simulating time to event prediction with spatiotemporal echocardiography deep learning R. Shad Nicolas Quach R. Fong P. Kasinpila C. Bowles ... Michelle C. Li J. Teuteberg John P. Cunningham C. Langlotz W. Hiesinger 27 0 0 03 Mar 2021
On the effectiveness of adversarial training against common corruptions Klim Kireev Maksym Andriushchenko Nicolas Flammarion AAML 74 103 0 03 Mar 2021
Augmentation Strategies for Learning with Noisy Labels Kento Nishi Yi Ding Alex Rich Tobias Höllerer NoLa 81 118 0 03 Mar 2021
Medical Imaging and Machine Learning R. Shad John P. Cunningham Euan A. Ashley C. Langlotz W. Hiesinger 71 42 0 02 Mar 2021
Super-resolving Compressed Images via Parallel and Series Integration of Artifact Reduction and Resolution Enhancement Hongming Luo Fei Zhou Guangsen Liao Guoping Qiu SupR 48 1 0 02 Mar 2021
Image-to-image Translation via Hierarchical Style Disentanglement Xinyang Li Shengchuan Zhang Jie Hu Liujuan Cao Xiaopeng Hong Xudong Mao Feiyue Huang Yongjian Wu Rongrong Ji VLM 83 116 0 02 Mar 2021
Acceleration via Fractal Learning Rate Schedules Naman Agarwal Surbhi Goel Cyril Zhang 78 18 0 01 Mar 2021
Accounting for Variance in Machine Learning Benchmarks Xavier Bouthillier Pierre Delaunay Mirko Bronzi Assya Trofimov Brennan Nichyporuk ... Dmitriy Serdyuk Tal Arbel C. Pal Gaël Varoquaux Pascal Vincent 123 152 0 01 Mar 2021
Robust 3D U-Net Segmentation of Macular Holes Jonathan Frawley Chris G. Willcocks M. Habib Caspar Geenen D. Steel B. Obara MedIm 3DPC 17 1 0 01 Mar 2021
Mind the box: $l_1$ -APGD for sparse adversarial attacks on image classifiers Francesco Croce Matthias Hein AAML 116 55 0 01 Mar 2021
Deep Perceptual Image Quality Assessment for Compression Juan C. Mier Eddie Huang Hossein Talebi Feng Yang P. Milanfar 88 16 0 01 Mar 2021
CrossMap Transformer: A Crossmodal Masked Path Transformer Using Double Back-Translation for Vision-and-Language Navigation A. Magassouba K. Sugiura Hisashi Kawai 73 10 0 01 Mar 2021
A Brief Summary of Interactions Between Meta-Learning and Self-Supervised Learning Huimin Peng SSL 30 4 0 01 Mar 2021
DST: Data Selection and joint Training for Learning with Noisy Labels Yi Wei Xue Mei Xin Liu Pengxiang Xu NoLa 59 3 0 01 Mar 2021