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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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A Differential Game Theoretic Neural Optimizer for Training Residual Networks Guan-Horng Liu T. Chen Evangelos A. Theodorou 59 2 0 17 Jul 2020
Sparse Linear Networks with a Fixed Butterfly Structure: Theory and Practice Nir Ailon Omer Leibovitch Vineet Nair 72 15 0 17 Jul 2020
Learning perturbation sets for robust machine learning Eric Wong J. Zico Kolter OOD 76 81 0 16 Jul 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review A. Shoeibi Marjane Khodatars M. Jafari Navid Ghassemi Delaram Sadeghi ... Z. Sani F. Khozeimeh S. Nahavandi U. Acharya Juan M Gorriz 170 187 0 16 Jul 2020
Kernelized Memory Network for Video Object Segmentation Hongje Seong Junhyuk Hyun Euntai Kim VOS 75 197 0 16 Jul 2020
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms F. Alonso-Fernandez Javier Barrachina Kevin Hernandez Diaz J. Bigün CVBM 101 8 0 16 Jul 2020
Attention as Activation Yimian Dai Stefan Oehmcke Fabian Gieseke Yiquan Wu Kobus Barnard 52 9 0 15 Jul 2020
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval Mark Hamilton Stephanie Fu Mindren Lu Johnny Bui Darius Bopp ... Margaret Wang Marina Rogers Lei Zhang Chris Hoder William T. Freeman 96 3 0 14 Jul 2020
AQD: Towards Accurate Fully-Quantized Object Detection Peng Chen Jing Liu Bohan Zhuang Mingkui Tan Chunhua Shen MQ 95 9 0 14 Jul 2020
Representation Transfer by Optimal Transport Xuhong Li Yves Grandvalet Rémi Flamary Nicolas Courty Dejing Dou OT 71 8 0 13 Jul 2020
A Feature Analysis for Multimodal News Retrieval Golsa Tahmasebzadeh Sherzod Hakimov Eric Müller-Budack Ralph Ewerth 45 2 0 13 Jul 2020
On uncertainty estimation in active learning for image segmentation Bo Li T. S. Alstrøm UQCV 67 14 0 13 Jul 2020
Data from Model: Extracting Data from Non-robust and Robust Models Philipp Benz Chaoning Zhang Tooba Imtiaz In-So Kweon 81 7 0 13 Jul 2020
Understanding Adversarial Examples from the Mutual Influence of Images and Perturbations Chaoning Zhang Philipp Benz Tooba Imtiaz In-So Kweon SSL AAML 87 119 0 13 Jul 2020
Universal-to-Specific Framework for Complex Action Recognition Peisen Zhao Lingxi Xie Ya Zhang Qi Tian 60 9 0 13 Jul 2020
MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation István Sárándi Timm Linder Kai O. Arras Bastian Leibe 3DH 62 84 0 12 Jul 2020
Fast Real-time Counterfactual Explanations Yunxia Zhao 68 15 0 11 Jul 2020
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging R. Kumar A. Khan Sinmin Zhang Jay Kumar Wenyong Wang Yousif Abuidris Zakria Waqas Amin Sidra Shafiq WenYong Wang OOD FedML 95 332 0 10 Jul 2020
AdaScale SGD: A User-Friendly Algorithm for Distributed Training Tyler B. Johnson Pulkit Agrawal Haijie Gu Carlos Guestrin ODL 90 37 0 09 Jul 2020
DCANet: Learning Connected Attentions for Convolutional Neural Networks Xu Ma Jingda Guo Sihai Tang Zhinan Qiao Qi Chen Qing Yang Song Fu 46 15 0 09 Jul 2020
RobFR: Benchmarking Adversarial Robustness on Face Recognition Xiao Yang Dingcheng Yang Yinpeng Dong Hang Su Wenjian Yu Jun Zhu AAML 130 14 0 08 Jul 2020
Operation-Aware Soft Channel Pruning using Differentiable Masks Minsoo Kang Bohyung Han AAML 71 141 0 08 Jul 2020
NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat Jan Kautz BDL 152 919 0 08 Jul 2020
Making Adversarial Examples More Transferable and Indistinguishable Junhua Zou Yexin Duan Xin Liu Junyang Qiu Yu Pan Zhisong Pan AAML 75 32 0 08 Jul 2020
Doubly infinite residual neural networks: a diffusion process approach Stefano Peluchetti Stefano Favaro 39 2 0 07 Jul 2020
Understanding and Improving Fast Adversarial Training Maksym Andriushchenko Nicolas Flammarion AAML 106 295 0 06 Jul 2020
Deep Convolutional Neural Network for Identifying Seam-Carving Forgery Seung-Hun Nam Wonhyuk Ahn In-Jae Yu Myung-Joon Kwon Minseok Son Heung-Kyu Lee 58 23 0 05 Jul 2020
Rethinking Bottleneck Structure for Efficient Mobile Network Design Zhou Daquan Qibin Hou Yunpeng Chen Jiashi Feng Shuicheng Yan 94 203 0 05 Jul 2020
CardioLearn: A Cloud Deep Learning Service for Cardiac Disease Detection from Electrocardiogram linda Qiao Zhaoji Fu Rongbo Zhou Jie Yu Yongkui Li Kai Wang Guanlin Cheng 38 21 0 04 Jul 2020
Confidence-Aware Learning for Deep Neural Networks J. Moon Jihyo Kim Younghak Shin Sangheum Hwang UQCV 111 150 0 03 Jul 2020
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning Hui Xie Zhe Pan Leixin Zhou F. Zaman Benlin Liu J. Jonas Yaxing Wang Xiaodong Wu OOD 42 3 0 02 Jul 2020
Rethinking Channel Dimensions for Efficient Model Design Dongyoon Han Sangdoo Yun Byeongho Heo Y. Yoo 3DV 85 86 0 02 Jul 2020
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers Arthur Drichel Ulrike Meyer Samuel Schüppen Dominik Teubert 32 14 0 01 Jul 2020
Temporal Calibrated Regularization for Robust Noisy Label Learning Dongxian Wu Yisen Wang Zhuobin Zheng Shutao Xia NoLa 43 2 0 01 Jul 2020
Modality-Agnostic Attention Fusion for visual search with text feedback Eric Dodds Jack Culpepper Simão Herdade Yang Zhang K. Boakye EgoV 104 74 0 30 Jun 2020
Subject-Aware Contrastive Learning for Biosignals Joseph Y. Cheng Hanlin Goh Kaan Dogrusoz Oncel Tuzel Erdrin Azemi SSL 70 112 0 30 Jun 2020
A Chain Graph Interpretation of Real-World Neural Networks Yuesong Shen Zorah Lähner GNN AI4CE 28 0 0 30 Jun 2020
Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization Rie Johnson Tong Zhang 23 8 0 30 Jun 2020
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding Dmitry Lepikhin HyoukJoong Lee Yuanzhong Xu Dehao Chen Orhan Firat Yanping Huang M. Krikun Noam M. Shazeer Zhiwen Chen MoE 206 1,199 0 30 Jun 2020
On the Demystification of Knowledge Distillation: A Residual Network Perspective N. Jha Rajat Saini Sparsh Mittal 47 4 0 30 Jun 2020
Theory-Inspired Path-Regularized Differential Network Architecture Search Pan Zhou Caiming Xiong R. Socher Guosheng Lin 61 56 0 30 Jun 2020
Improving Calibration through the Relationship with Adversarial Robustness Yao Qin Xuezhi Wang Alex Beutel Ed H. Chi AAML 86 25 0 29 Jun 2020
A Generative Neural Network Framework for Automated Software Testing Leonid Joffe David J. Clark 64 2 0 29 Jun 2020
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks Tony C. W. Mok Albert C. S. Chung MedIm 108 263 0 29 Jun 2020
SoftSort: A Continuous Relaxation for the argsort Operator S. Prillo Julian Martin Eisenschlos ODL 80 68 0 29 Jun 2020
Image Classification by Reinforcement Learning with Two-State Q-Learning A. M. Hafiz VLM OffRL 52 13 0 28 Jun 2020
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks Rajat Saini N. Jha B. K. Das Sparsh Mittal C.Krishna Mohan 71 83 0 26 Jun 2020
E2GC: Energy-efficient Group Convolution in Deep Neural Networks N. Jha Rajat Saini Subhrajit Nag Sparsh Mittal 43 4 0 26 Jun 2020
The Ramifications of Making Deep Neural Networks Compact N. Jha Sparsh Mittal Govardhan Mattela 61 14 0 26 Jun 2020
Epoch-evolving Gaussian Process Guided Learning Jiabao Cui Xuewei Li Bin Li Hanbin Zhao Bourahla Omar Xi Li BDL 60 0 0 25 Jun 2020