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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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Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars Egor Zakharov Aleksei Ivakhnenko Aliaksandra Shysheya Victor Lempitsky 3DH 82 163 0 24 Aug 2020
Emergent symbolic language based deep medical image classification Aritra Chowdhury Alberto Santamaria-Pang James R. Kubricht Peter Tu MedIm 50 11 0 22 Aug 2020
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting A. N. Olesen P. Jennum Emmanuel Mignot H. Sørensen 87 68 0 21 Aug 2020
"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT G. Biondetti R. Gauriau Christopher P. Bridge Charles Lu Katherine P. Andriole OOD 62 5 0 19 Aug 2020
Training Deep Neural Networks Without Batch Normalization D. Gaur Joachim Folz Andreas Dengel ODL 57 10 0 18 Aug 2020
Nonparametric Learning of Two-Layer ReLU Residual Units Zhunxuan Wang Linyun He Chunchuan Lyu Shay B. Cohen MLT OffRL 204 1 0 17 Aug 2020
Efficient Low-Latency Speech Enhancement with Mobile Audio Streaming Networks Michal Romaniuk Piotr Masztalski K. Piaskowski M. Matuszewski 28 5 0 17 Aug 2020
MIDAS: Multi-agent Interaction-aware Decision-making with Adaptive Strategies for Urban Autonomous Navigation Xiaoyi Chen Pratik Chaudhari 149 4 0 17 Aug 2020
Neural Descent for Visual 3D Human Pose and Shape Andrei Zanfir Eduard Gabriel Bazavan M. Zanfir William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 110 67 0 16 Aug 2020
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel Albert Gu Yixuan Li Christopher Ré 108 121 0 15 Aug 2020
Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation Abhinav Sagar UQCV 61 16 0 12 Aug 2020
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning Borna Bevsić Abhinav Valada 56 36 0 12 Aug 2020
Block Shuffle: A Method for High-resolution Fast Style Transfer with Limited Memory Weifeng Ma Zhe Chen Caoting Ji 39 3 0 09 Aug 2020
Complete parameter inference for GW150914 using deep learning Stephen R. Green J. Gair BDL 101 90 0 07 Aug 2020
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography Heyi Li Dongdong Chen W. Nailon Mike E. Davies Dave Laurenson 75 54 0 07 Aug 2020
Modeling Data Reuse in Deep Neural Networks by Taking Data-Types into Cognizance N. Jha Sparsh Mittal 48 16 0 06 Aug 2020
Continuous-in-Depth Neural Networks A. Queiruga N. Benjamin Erichson D. Taylor Michael W. Mahoney 109 48 0 05 Aug 2020
OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network Parichehr Behjati Pau Rodríguez López Armin Mehri Isabelle Hupont Jordi Gonzalez Carles Fernández Tena SupR 131 43 0 05 Aug 2020
Global Voxel Transformer Networks for Augmented Microscopy Zhengyang Wang Yaochen Xie Shuiwang Ji ViT 37 34 0 05 Aug 2020
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs Ruigang Fu Qingyong Hu Xiaohu Dong Yulan Guo Yinghui Gao Biao Li FAtt 97 272 0 05 Aug 2020
Controlling Information Capacity of Binary Neural Network D. Ignatov Andrey D. Ignatov MQ 115 22 0 04 Aug 2020
Appearance Consensus Driven Self-Supervised Human Mesh Recovery Jogendra Nath Kundu M. Rakesh Varun Jampani R. Venkatesh R. Venkatesh Babu 3DH 97 37 0 04 Aug 2020
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images Aakarsh Malhotra S. Mittal P. Majumdar S. Chhabra K. Thakral Mayank Vatsa Richa Singh S. Chaudhury Ashwin Pudrod A. Agrawal 56 60 0 03 Aug 2020
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020) Samuel Albanie Yang Liu Arsha Nagrani Antoine Miech Ernesto Coto ... Kaixu Cui Hui Liu Chen Wang Yudong Jiang Xiaoshuai Hao 87 9 0 03 Aug 2020
The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study Xiyang Luo Hossein Talebi Feng Yang Michael Elad P. Milanfar 70 38 0 03 Aug 2020
A Survey on Text Classification: From Shallow to Deep Learning Qian Li Hao Peng Jianxin Li Congyin Xia Renyu Yang Lichao Sun Philip S. Yu Lifang He VLM 176 359 0 02 Aug 2020
Exploring Multi-Scale Feature Propagation and Communication for Image Super Resolution Ruicheng Feng W. Guan Yu Qiao Chao Dong SupR 39 8 0 01 Aug 2020
flexgrid2vec: Learning Efficient Visual Representations Vectors Ali Hamdi D. Kim Flora D. Salim SSL GNN 92 7 0 30 Jul 2020
Chest X-ray Report Generation through Fine-Grained Label Learning Tanveer Syeda-Mahmood Ken C. L. Wong Yaniv Gur Joy T. Wu A. Jadhav ... A. Pillai Arjun Sharma A. Syed Orest Boyko Mehdi Moradi 95 47 0 27 Jul 2020
MaxDropout: Deep Neural Network Regularization Based on Maximum Output Values C. F. G. Santos Danilo Colombo Mateus Roder João Paulo Papa 43 15 0 27 Jul 2020
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning Xiangyu Xu Hao Chen Francesc Moreno-Noguer László A. Jeni Fernando de la Torre 3DH 62 51 0 27 Jul 2020
Towards Learning Convolutions from Scratch Behnam Neyshabur SSL 305 71 0 27 Jul 2020
funcGNN: A Graph Neural Network Approach to Program Similarity Aravind Nair Avijit Roy K. Meinke GNN 78 32 0 26 Jul 2020
CSER: Communication-efficient SGD with Error Reset Cong Xie Shuai Zheng Oluwasanmi Koyejo Indranil Gupta Mu Li Yanghua Peng 108 40 0 26 Jul 2020
Adversarial Privacy-preserving Filter Jiaming Zhang Jitao Sang Xian Zhao Xiaowen Huang Yanfeng Sun Yongli Hu PICV 81 42 0 25 Jul 2020
Deforming the Loss Surface Liangming Chen Long Jin Xiujuan Du Shuai Li Mei Liu ODL 32 0 0 24 Jul 2020
What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning Hanbin Zhao Hao Zeng Xin Qin Yongjian Fu Haibo Wang Bourahla Omar Xi Li 83 18 0 24 Jul 2020
SeismoFlow -- Data augmentation for the class imbalance problem R. Milidiú Luis Müller AI4TS 30 1 0 23 Jul 2020
Deep Network Ensemble Learning applied to Image Classification using CNN Trees A. M. Hafiz G. M. Bhat 45 9 0 23 Jul 2020
End-to-end Learning of Compressible Features Saurabh Singh Sami Abu-El-Haija Nick Johnston Johannes Ballé Abhinav Shrivastava G. Toderici SSL 152 72 0 23 Jul 2020
Wasserstein Routed Capsule Networks Alexander Fuchs Franz Pernkopf 112 7 0 22 Jul 2020
Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction Yunmei Chen Hongcheng Liu X. Ye Qingchao Zhang 167 23 0 22 Jul 2020
CVR-Net: A deep convolutional neural network for coronavirus recognition from chest radiography images Md. Kamrul Hasan Md. Ashraful Alam M. E. Elahi Shidhartho Roy Sifat Redwan Wahid OOD 67 22 0 21 Jul 2020
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows Kunal Gupta Manmohan Chandraker AI4CE 117 79 0 21 Jul 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions Zhengyang Shen Lingshen He Zhouchen Lin Jinwen Ma 97 47 0 20 Jul 2020
Relatable Clothing: Detecting Visual Relationships between People and Clothing Thomas Truong Svetlana Yanushkevich 40 4 0 20 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation Roman Klokov Edmond Boyer Jakob Verbeek 3DPC 94 107 0 20 Jul 2020
A Generic Visualization Approach for Convolutional Neural Networks Ahmed Taha Xitong Yang Abhinav Shrivastava L. Davis 44 8 0 19 Jul 2020
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search Yuan Tian Qin Wang Zhiwu Huang Wen Li Dengxin Dai Minghao Yang Jun Wang Olga Fink OffRL 91 61 0 17 Jul 2020
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild Alexander Grabner Yaming Wang Peizhao Zhang Peihong Guo Tong Xiao Peter Vajda P. Roth Vincent Lepetit 3DH 40 11 0 17 Jul 2020