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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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Title
Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structure Zhijie Deng Yucen Luo Jun Zhu Bo Zhang UQCV BDL 47 2 0 22 Nov 2019
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks Saurabh Singh Shankar Krishnan UQCV 108 126 0 21 Nov 2019
Third-Person Visual Imitation Learning via Decoupled Hierarchical Controller Pratyusha Sharma Deepak Pathak Abhinav Gupta SSL 99 120 0 21 Nov 2019
Data Proxy Generation for Fast and Efficient Neural Architecture Search Minje Park 35 4 0 21 Nov 2019
IC-Network: Efficient Structure for Convolutional Neural Networks Junyi An Fengshan Liu Jian Zhao S. Furao 47 0 0 19 Nov 2019
Information-Theoretic Local Minima Characterization and Regularization Zhiwei Jia Hao Su 83 19 0 19 Nov 2019
DARB: A Density-Aware Regular-Block Pruning for Deep Neural Networks Ao Ren Tao Zhang Yuhao Wang Sheng Lin Zhaoyang Han Yen-kuang Chen Yuan Xie Yanzhi Wang 78 11 0 19 Nov 2019
DeepPFCN: Deep Parallel Feature Consensus Network For Person Re-Identification S. Singh Krishna P. Miyapuram Shanmuganathan Raman 26 0 0 18 Nov 2019
Preparing Lessons: Improve Knowledge Distillation with Better Supervision Tiancheng Wen Shenqi Lai Xueming Qian 116 70 0 18 Nov 2019
Towards Robust RGB-D Human Mesh Recovery Ren Li Changjiang Cai G. Georgakis Srikrishna Karanam Terrence Chen Ziyan Wu 3DH 62 11 0 18 Nov 2019
Learning with Hierarchical Complement Objective Hao-Yun Chen Li-Huang Tsai Shih-Chieh Chang Jia-Yu Pan Yu-Ting Chen Wei Wei Da-Cheng Juan VLM 65 5 0 17 Nov 2019
Maintaining Discrimination and Fairness in Class Incremental Learning Bowen Zhao Xi Xiao Guojun Gan Bin Zhang Shutao Xia CLL 155 434 0 16 Nov 2019
Benanza: Automatic $μ$ Benchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs Cheng-rong Li Abdul Dakkak Jinjun Xiong Wen-mei W. Hwu 86 11 0 16 Nov 2019
Explanatory Masks for Neural Network Interpretability Lawrence Phillips Garrett B. Goh Nathan Oken Hodas FAtt MILM AAML 68 4 0 15 Nov 2019
In-domain representation learning for remote sensing Maxim Neumann André Susano Pinto Xiaohua Zhai N. Houlsby SSL 105 65 0 15 Nov 2019
On Model Robustness Against Adversarial Examples Shufei Zhang Kaizhu Huang Zenglin Xu AAML 41 0 0 15 Nov 2019
Cross-modal supervised learning for better acoustic representations Shaoyong Jia Xin Shu Yang Yang Dawei Liang Qiyue Liu Junhui Liu SSL DRL AI4TS 35 2 0 15 Nov 2019
Understanding the Disharmony between Weight Normalization Family and Weight Decay: $ε-$ shifted $L_2$ Regularizer Li Xiang Chen Shuo Xia Yan Yang Jian 59 2 0 14 Nov 2019
Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction Christopher M. Sandino P. Lai S. Vasanawala Joseph Y. Cheng 109 3 0 13 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 275 12,183 0 13 Nov 2019
Self-labelling via simultaneous clustering and representation learning Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 133 778 0 13 Nov 2019
HyPar-Flow: Exploiting MPI and Keras for Scalable Hybrid-Parallel DNN Training using TensorFlow A. A. Awan Arpan Jain Quentin G. Anthony Hari Subramoni Dhabaleswar K. Panda MoE AI4CE 55 5 0 12 Nov 2019
Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning Louis D. van Harten J. Wolterink Joost Verhoeff Ivana Išgum 25 2 0 12 Nov 2019
Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection Vicent Sanz Marco Ben Taylor Ziyi Wang Y. Elkhatib 70 61 0 09 Nov 2019
Learning to reinforcement learn for Neural Architecture Search J. Gomez Joaquin Vanschoren 82 8 0 09 Nov 2019
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 84 227 0 06 Nov 2019
CloudifierNet -- Deep Vision Models for Artificial Image Processing A. Damian Laurentiu Piciu Alexandru Purdila N. Tapus VLM 29 0 0 04 Nov 2019
A Spectral Nonlocal Block for Neural Networks Lei Zhu Qi She Lidan Zhang Ping Guo 82 2 0 04 Nov 2019
Comb Convolution for Efficient Convolutional Architecture Dandan Li Yuan Zhou Shuwei Huo S. Kung 23 0 0 01 Nov 2019
Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks Süleyman Aslan U. Güdükbay CVBM 58 19 0 01 Nov 2019
Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images Hyunseok Seo Charles Huang M. Bassenne Ruoxiu Xiao Lei Xing 80 281 0 31 Oct 2019
NAT: Neural Architecture Transformer for Accurate and Compact Architectures Yong Guo Yin Zheng Mingkui Tan Qi Chen Jian Chen P. Zhao Junzhou Huang 161 85 0 31 Oct 2019
Fast acoustic scattering using convolutional neural networks Ziqi Fan Vibhav Vineet H. Gamper N. Raghuvanshi 67 27 0 30 Oct 2019
Temporal Feedback Convolutional Recurrent Neural Networks for Speech Command Recognition Taejun Kim Ju-Hyeon Nam 30 1 0 30 Oct 2019
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks Jonathan Ephrath Moshe Eliasof Lars Ruthotto E. Haber Eran Treister 140 17 0 29 Oct 2019
Neural Similarity Learning Weiyang Liu Zhen Liu James M. Rehg Le Song 94 30 0 28 Oct 2019
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong 96 106 0 28 Oct 2019
Layer Pruning for Accelerating Very Deep Neural Networks Weiwei Zhang Changsheng Chen Xuechun Wu Jialin Gao Di Bao Jiwei Li Xi Zhou 3DPC 25 0 0 28 Oct 2019
FAB: A Robust Facial Landmark Detection Framework for Motion-Blurred Videos Keqiang Sun Wayne Wu Tinghao Liu Shuo Yang Quan Wang Qiang-feng Zhou Zuochang Ye Chao Qian CVBM 83 29 0 26 Oct 2019
MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery Qing Zhu Cheng Liao Han Hu X. Mei Haifeng Li 91 191 0 26 Oct 2019
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network F. Waldner F. Diakogiannis 112 207 0 26 Oct 2019
Animal Detection in Man-made Environments Abhineet Singh M. Pietrasik Gabriell Natha Nehla Ghouaiel Ken Brizel Nilanjan Ray 74 28 0 24 Oct 2019
Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model Mario O. Malavé C. Baron Srivathsan P. Koundinyan Christopher M. Sandino Frank Ong Joseph Y. Cheng D. Nishimura 169 42 0 24 Oct 2019
When Segmentation is Not Enough: Rectifying Visual-Volume Discordance Through Multisensor Depth-Refined Semantic Segmentation for Food Intake Tracking in Long-Term Care Kaylen J. Pfisterer Robert Amelard A. Chung Braeden Syrnyk Alexander MacLean Heather H. Keller Alexander Wong 52 20 0 24 Oct 2019
Self-supervised pre-training with acoustic configurations for replay spoofing detection Hye-jin Shim Hee-Soo Heo Jee-weon Jung Ha-Jin Yu 74 6 0 22 Oct 2019
Vanishing Nodes: Another Phenomenon That Makes Training Deep Neural Networks Difficult Wen-Yu Chang Tsung-Nan Lin GNN 61 0 0 22 Oct 2019
Building Efficient CNNs Using Depthwise Convolutional Eigen-Filters (DeCEF) Yinan Yu Samuel Scheidegger T. McKelvey 28 2 0 21 Oct 2019
Why bigger is not always better: on finite and infinite neural networks Laurence Aitchison 241 54 0 17 Oct 2019
Learning Energy-Based Models in High-Dimensional Spaces with Multi-scale Denoising Score Matching Zengyi Li Yubei Chen Friedrich T. Sommer DiffM 91 28 0 17 Oct 2019
An Exponential Learning Rate Schedule for Deep Learning Zhiyuan Li Sanjeev Arora 74 219 0 16 Oct 2019