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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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How to Train your DNN: The Network Operator Edition M. Chang D. Bottini Lisa Jian Pranay Kumar Aurojit Panda S. Shenker 24 1 0 21 Apr 2020
MixNet: Multi-modality Mix Network for Brain Segmentation Long Chen Dorit Merhof 11 2 0 21 Apr 2020
LSQ+: Improving low-bit quantization through learnable offsets and better initialization Yash Bhalgat Jinwon Lee Markus Nagel Tijmen Blankevoort Nojun Kwak MQ 67 223 0 20 Apr 2020
Improving correlation method with convolutional neural networks D. Goncharov R. Starikov 14 0 0 20 Apr 2020
Role-Wise Data Augmentation for Knowledge Distillation Jie Fu Xue Geng Zhijian Duan Bohan Zhuang Xingdi Yuan Adam Trischler Jie Lin C. Pal Hao Dong 72 15 0 19 Apr 2020
A Deep Learning Approach to Object Affordance Segmentation Spyridon Thermos P. Daras G. Potamianos 41 8 0 18 Apr 2020
BReG-NeXt: Facial Affect Computing Using Adaptive Residual Networks With Bounded Gradient Behzad Hasani P. Negi Mohammad H. Mahoor CVBM 57 38 0 18 Apr 2020
How to Teach DNNs to Pay Attention to the Visual Modality in Speech Recognition George Sterpu Christian Saam N. Harte 74 29 0 17 Apr 2020
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2 Mohammad Rahimzadeh Abolfazl Attar 71 127 0 17 Apr 2020
Top-Down Networks: A coarse-to-fine reimagination of CNNs Ioannis Lelekas Nergis Tomen S. Pintea Jan van Gemert 24 6 0 16 Apr 2020
Systematically designing better instance counting models on cell images with Neural Arithmetic Logic Units Ashish Rana Taranveer Singh Harpreet Singh Neeraj Kumar P. Rana 31 0 0 14 Apr 2020
Stochastic batch size for adaptive regularization in deep network optimization Kensuke Nakamura Stefano Soatto Byung-Woo Hong ODL 51 6 0 14 Apr 2020
A2D2: Audi Autonomous Driving Dataset Jakob Geyer Y. Kassahun Mentar Mahmudi Xavier Ricou Rupesh Durgesh ... M. Sturm Oleksandr Vorobiov Martin Oelker Sebastian Garreis P. Schuberth 3DV 3DPC 86 390 0 14 Apr 2020
Multilevel Minimization for Deep Residual Networks Lisa Gaedke-Merzhäuser Alena Kopanicáková Rolf Krause 122 15 0 13 Apr 2020
Minimizing FLOPs to Learn Efficient Sparse Representations Biswajit Paria Chih-Kuan Yeh Ian En-Hsu Yen N. Xu Pradeep Ravikumar Barnabás Póczós 87 69 0 12 Apr 2020
Learning to Manipulate Individual Objects in an Image Yanchao Yang Yutong Chen Stefano Soatto OCL 114 38 0 11 Apr 2020
Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video Yeji Shen C.-C. Jay Kuo 3DH 70 2 0 11 Apr 2020
Exploring Optimal Deep Learning Models for Image-based Malware Variant Classification Rikima Mitsuhashi Takahiro Shinagawa 33 3 0 10 Apr 2020
Hi Sigma, do I have the Coronavirus?: Call for a New Artificial Intelligence Approach to Support Health Care Professionals Dealing With The COVID-19 Pandemic B. Subirana F. Hueto P. Rajasekaran Jordi Laguarta S. Puig ... Carlos Iván Moreno José Francisco Munoz Valle A. D. González B. Vizmanos Sanjay E. Sarma 44 26 0 10 Apr 2020
ModuleNet: Knowledge-inherited Neural Architecture Search Yaran Chen Ruiyuan Gao Fenggang Liu Dongbin Zhao KELM 74 29 0 10 Apr 2020
Improved Residual Networks for Image and Video Recognition Ionut Cosmin Duta Li Liu Fan Zhu Ling Shao SSeg AI4TS 64 173 0 10 Apr 2020
D-SRGAN: DEM Super-Resolution with Generative Adversarial Networks B. Demiray M. Sit Ibrahim Demir 65 87 0 09 Apr 2020
Prune2Edge: A Multi-Phase Pruning Pipelines to Deep Ensemble Learning in IIoT Besher Alhalabi M. Gaber S. Basurra 18 1 0 09 Apr 2020
Graph Highway Networks Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose GNN 61 5 0 09 Apr 2020
Time accelerated image super-resolution using shallow residual feature representative network M. Ajith A. Kurup Manel Martínez-Ramón SupR 22 2 0 08 Apr 2020
Channel Attention Residual U-Net for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yangtao Hu Wenle Wang Wei Zhou Yugen Yi 45 45 0 07 Apr 2020
What and Where: Modeling Skeletons from Semantic and Spatial Perspectives for Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 35 1 0 07 Apr 2020
Evolving Normalization-Activation Layers Hanxiao Liu Andrew Brock Karen Simonyan Quoc V. Le 132 82 0 06 Apr 2020
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation Mehrdad Noori Ali Bahri K. Mohammadi 3DV 48 98 0 04 Apr 2020
TEA: Temporal Excitation and Aggregation for Action Recognition Yan-Ran Li Bin Ji Xintian Shi Jianguo Zhang Bin Kang Limin Wang ViT 104 450 0 03 Apr 2020
An Attention-Based Deep Learning Model for Multiple Pedestrian Attributes Recognition Ehsan Yaghoubi D. Borza João Neves Aruna Kumar Hugo Manuel Proença CVBM 110 18 0 02 Apr 2020
Controllable Orthogonalization in Training DNNs Lei Huang Li Liu Fan Zhu Diwen Wan Zehuan Yuan Bo Li Ling Shao 95 44 0 02 Apr 2020
Improved RawNet with Feature Map Scaling for Text-independent Speaker Verification using Raw Waveforms Jee-weon Jung Seung-bin Kim Hye-jin Shim Ju-ho Kim Ha-Jin Yu 77 60 0 01 Apr 2020
M2m: Imbalanced Classification via Major-to-minor Translation Jaehyung Kim Jongheon Jeong Jinwoo Shin 107 225 0 01 Apr 2020
Two-shot Spatially-varying BRDF and Shape Estimation Mark Boss Varun Jampani Kihwan Kim Hendrik P. A. Lensch Jan Kautz 62 90 0 01 Apr 2020
SoftSMPL: Data-driven Modeling of Nonlinear Soft-tissue Dynamics for Parametric Humans I. Santesteban Elena Garces M. Otaduy Dan Casas 3DH 65 48 0 01 Apr 2020
An Efficient Agreement Mechanism in CapsNets By Pairwise Product Lei Zhao Xiaohui Wang Lei Huang 56 8 0 01 Apr 2020
Regularizing Class-wise Predictions via Self-knowledge Distillation Sukmin Yun Jongjin Park Kimin Lee Jinwoo Shin 90 281 0 31 Mar 2020
Domain Balancing: Face Recognition on Long-Tailed Domains Dong Cao Xiangyu Zhu Xingyu Huang Jianzhu Guo Zhen Lei CVBM 103 71 0 30 Mar 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets D. Haase Manuel Amthor 69 136 0 30 Mar 2020
Temporal Network Representation Learning via Historical Neighborhoods Aggregation Shixun Huang Z. Bao Guoliang Li Yanghao Zhou J. Culpepper AI4TS 96 18 0 30 Mar 2020
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning Tianlong Chen Sijia Liu Shiyu Chang Yu Cheng Lisa Amini Zhangyang Wang AAML 71 252 0 28 Mar 2020
Matrix Smoothing: A Regularization for DNN with Transition Matrix under Noisy Labels Xianbin Lv Dongxian Wu Shutao Xia NoLa 19 2 0 26 Mar 2020
Pipelined Backpropagation at Scale: Training Large Models without Batches Atli Kosson Vitaliy Chiley Abhinav Venigalla Joel Hestness Urs Koster 112 33 0 25 Mar 2020
Not all domains are equally complex: Adaptive Multi-Domain Learning Ali Senhaji Jenni Raitoharju Moncef Gabbouj Alexandros Iosifidis OOD 54 10 0 25 Mar 2020
Multi-Lead ECG Classification via an Information-Based Attention Convolutional Neural Network Hao Tung Chao Zheng Xinsheng Mao Xiaobo Li 15 7 0 25 Mar 2020
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models Jiahui Yu Pengchong Jin Hanxiao Liu Gabriel Bender Pieter-Jan Kindermans Mingxing Tan Thomas Huang Xiaodan Song Ruoming Pang Quoc V. Le 116 304 0 24 Mar 2020
Joint Deep Cross-Domain Transfer Learning for Emotion Recognition Dung Nguyen Sridha Sridharan D. Nguyen Simon Denman Son N. Tran Rui Zeng Clinton Fookes 36 13 0 24 Mar 2020
Bootstrapping Weakly Supervised Segmentation-free Word Spotting through HMM-based Alignment T. Wilkinson Carl Nettelblad 16 1 0 24 Mar 2020
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications Kaiping Zheng Shaofeng Cai H. Chua Wei Wang K. Ngiam Beng Chin Ooi AI4TS 65 26 0 24 Mar 2020