Identity Mappings in Deep Residual Networks

16 March 2016

Papers citing "Identity Mappings in Deep Residual Networks"

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Title
Escaping the Big Data Paradigm with Compact Transformers Ali Hassani Steven Walton Nikhil Shah Abulikemu Abuduweili Jiachen Li Humphrey Shi 79 462 0 12 Apr 2021
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning Shubham Chaudhary Sadbhawna V. Jakhetiya B. Subudhi Ujjwal Baid Sharath Chandra Guntuku 23 37 0 11 Apr 2021
Compressive Neural Representations of Volumetric Scalar Fields Yuzhe Lu K. Jiang Joshua A. Levine M. Berger AI4CE 29 87 0 11 Apr 2021
MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data Hao Guan Chaoyue Wang Dacheng Tao 24 30 0 08 Apr 2021
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification Jong-Chyi Su Zezhou Cheng Subhransu Maji 23 57 0 01 Apr 2021
NeRF-VAE: A Geometry Aware 3D Scene Generative Model Adam R. Kosiorek Heiko Strathmann Daniel Zoran Pol Moreno R. Schneider Sovna Mokrá Danilo Jimenez Rezende DRL 37 139 0 01 Apr 2021
Learning from Noisy Labels via Dynamic Loss Thresholding Hao Yang Youzhi Jin Zi-Hua Li Deng-Bao Wang Lei Miao Xin Geng Min-Ling Zhang NoLa AI4CE 32 6 0 01 Apr 2021
Going deeper with Image Transformers Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Hervé Jégou ViT 27 990 0 31 Mar 2021
Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning Dayu Tan Zheng Huang Xin Peng W. Zhong V. Mahalec 30 11 0 31 Mar 2021
Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images F. Alonso-Fernandez Kevin Hernandez Diaz Silvia Ramis Francisco J. Perales López J. Bigün CVBM 22 23 0 31 Mar 2021
Evaluation of Multimodal Semantic Segmentation using RGB-D Data Jiesi Hu Ganning Zhao Suya You C.-C. Jay Kuo 41 3 0 31 Mar 2021
On the Robustness of Vision Transformers to Adversarial Examples Kaleel Mahmood Rigel Mahmood Marten van Dijk ViT 33 219 0 31 Mar 2021
On the Adversarial Robustness of Vision Transformers Rulin Shao Zhouxing Shi Jinfeng Yi Pin-Yu Chen Cho-Jui Hsieh ViT 40 138 0 29 Mar 2021
Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks Venkat Margapuri Michael L. Neilsen 8 7 0 29 Mar 2021
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning Geonmo Gu ByungSoo Ko Han-Gyu Kim 27 36 0 29 Mar 2021
Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection Nianjin Ye Chuan Wang Haoqiang Fan Shuaicheng Liu 39 50 0 29 Mar 2021
Adversarial Attacks are Reversible with Natural Supervision Chengzhi Mao Mia Chiquer Hao Wang Junfeng Yang Carl Vondrick BDL AAML 26 55 0 26 Mar 2021
Explainability Guided Multi-Site COVID-19 CT Classification Ameen Ali Tal Shaharabany Lior Wolf 36 4 0 25 Mar 2021
A Fine-Grained Dataset and its Efficient Semantic Segmentation for Unstructured Driving Scenarios Kai A. Metzger Peter Mortimer Hans-Joachim Wuensche 32 22 0 24 Mar 2021
Scaling Local Self-Attention for Parameter Efficient Visual Backbones Ashish Vaswani Prajit Ramachandran A. Srinivas Niki Parmar Blake A. Hechtman Jonathon Shlens 30 395 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 42 511 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 21 2 0 22 Mar 2021
Adversarially Optimized Mixup for Robust Classification Jason Bunk Srinjoy Chattopadhyay B. S. Manjunath S. Chandrasekaran AAML 30 8 0 22 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 38 162 0 19 Mar 2021
Parareal Neural Networks Emulating a Parallel-in-time Algorithm Zhanyu Ma Jiyang Xie Jingyi Yu AI4CE 33 9 0 16 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 35 5 0 15 Mar 2021
Semi-Supervised Video Deraining with Dynamical Rain Generator Zongsheng Yue Jianwen Xie Qian Zhao Deyu Meng 32 63 0 14 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 36 298 0 13 Mar 2021
Training Networks in Null Space of Feature Covariance for Continual Learning Shipeng Wang Xiaorong Li Jian Sun Zongben Xu CLL 31 132 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 22 35 0 11 Mar 2021
AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing Qi Song Kangfu Mei Rui Huang SSeg 39 73 0 10 Mar 2021
Knowledge Evolution in Neural Networks Ahmed Taha Abhinav Shrivastava L. Davis 51 21 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
Consistency Regularization for Adversarial Robustness Jihoon Tack Sihyun Yu Jongheon Jeong Minseon Kim Sung Ju Hwang Jinwoo Shin AAML 41 57 0 08 Mar 2021
Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN Desheng Wang Wei-dong Jin Yunpu Wu Aamir Khan GAN 36 8 0 08 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 21 77 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 25 18 0 06 Mar 2021
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth Yihe Dong Jean-Baptiste Cordonnier Andreas Loukas 57 373 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 12 67 0 04 Mar 2021
Dynamic Efficient Adversarial Training Guided by Gradient Magnitude Fu Lee Wang Yanghao Zhang Yanbin Zheng Wenjie Ruan 31 1 0 04 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 37 149 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 15 1 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 53 10 0 01 Mar 2021
DST: Data Selection and joint Training for Learning with Noisy Labels Yi Wei Xue Mei Xin Liu Pengxiang Xu NoLa 27 3 0 01 Mar 2021
Predicting post-operative right ventricular failure using video-based deep learning R. Shad Nicolas Quach R. Fong P. Kasinpila C. Bowles ... Y. Woo J. Teuteberg John P. Cunningham C. Langlotz W. Hiesinger 22 40 0 28 Feb 2021
Neuron Coverage-Guided Domain Generalization Chris Xing Tian Haoliang Li Xiaofei Xie Yang Liu Shiqi Wang 32 35 0 27 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 257 4,816 0 24 Feb 2021
Tchebichef Transform Domain-based Deep Learning Architecture for Image Super-resolution Ahlad Kumar H. Singh OOD SupR MedIm 19 3 0 21 Feb 2021
On Calibration and Out-of-domain Generalization Yoav Wald Amir Feder D. Greenfeld Uri Shalit OODD 30 153 0 20 Feb 2021
Towards Accurate and Compact Architectures via Neural Architecture Transformer Yong Guo Yin Zheng Mingkui Tan Qi Chen Zhipeng Li Jian Chen P. Zhao Junzhou Huang ViT MQ 18 38 0 20 Feb 2021