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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
Robot Localization in Floor Plans Using a Room Layout Edge Extraction Network Federico Boniardi Abhinav Valada Rohit Mohan Tim Caselitz Wolfram Burgard 64 51 0 05 Mar 2019
How to Prove Your Model Belongs to You: A Blind-Watermark based Framework to Protect Intellectual Property of DNN Zheng Li Chengyu Hu Yang Zhang Shanqing Guo AAML 68 175 0 05 Mar 2019
Complement Objective Training Hao-Yun Chen Pei-Hsin Wang Chun-Hao Liu Shih-Chieh Chang Jia Pan Yutian Chen Wei Wei Da-Cheng Juan AAML 71 49 0 04 Mar 2019
Accelerating Training of Deep Neural Networks with a Standardization Loss Jasmine Collins Johannes Ballé Jonathon Shlens 44 3 0 03 Mar 2019
Image Super-Resolution by Neural Texture Transfer Zhifei Zhang Zhaowen Wang Zhe Lin Hairong Qi SupR 71 282 0 03 Mar 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 99 302 0 28 Feb 2019
Towards Robust ResNet: A Small Step but A Giant Leap Jingfeng Zhang Bo Han L. Wynter K. H. Low Mohan Kankanhalli 119 41 0 28 Feb 2019
Accelerating Self-Play Learning in Go David J. Wu 103 96 0 27 Feb 2019
Recurrent Convolution for Compact and Cost-Adjustable Neural Networks: An Empirical Study Zhendong Zhang Cheolkon Jung 31 2 0 26 Feb 2019
Function Space Particle Optimization for Bayesian Neural Networks Ziyu Wang Zhaolin Ren Jun Zhu Bo Zhang BDL 77 65 0 26 Feb 2019
NAS-Bench-101: Towards Reproducible Neural Architecture Search Chris Ying Aaron Klein Esteban Real Eric Christiansen Kevin Patrick Murphy Frank Hutter 112 690 0 25 Feb 2019
ParticleNet: Jet Tagging via Particle Clouds H. Qu L. Gouskos 3DPC MU 104 231 0 22 Feb 2019
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks Domen Tabernik Matej Kristan A. Leonardis 70 22 0 20 Feb 2019
Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding Muhammad Usman Muhammad Asim S. Latif B. Lee Junaid Qadir MedIm DiffM GAN 128 59 0 20 Feb 2019
LipschitzLR: Using theoretically computed adaptive learning rates for fast convergence Rahul Yedida Snehanshu Saha Tejas Prashanth ODL 53 12 0 20 Feb 2019
Evolutionary Neural AutoML for Deep Learning J. Liang Elliot Meyerson Babak Hodjat Daniel Fink Karl Mutch Risto Miikkulainen 55 108 0 18 Feb 2019
Intra- and Inter-epoch Temporal Context Network (IITNet) Using Sub-epoch Features for Automatic Sleep Scoring on Raw Single-channel EEG H. Seo S. Back Seongju Lee Deokhwan Park Tae Kim Kyoobin Lee 77 13 0 18 Feb 2019
PIXOR: Real-time 3D Object Detection from Point Clouds Binh Yang Wenjie Luo R. Urtasun 3DPC 121 1,098 0 17 Feb 2019
A semi-supervised deep residual network for mode detection in Wi-Fi signals Arash Kalatian Bilal Farooq HAI 34 10 0 17 Feb 2019
RES-SE-NET: Boosting Performance of Resnets by Enhancing Bridge-connections V. Varshaneya S. Balasubramanian Darshan Gera 30 13 0 16 Feb 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 113 201 0 15 Feb 2019
MultiGrain: a unified image embedding for classes and instances Maxim Berman Hervé Jégou Andrea Vedaldi Iasonas Kokkinos Matthijs Douze 75 111 0 14 Feb 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 138 1,733 0 13 Feb 2019
Identity Crisis: Memorization and Generalization under Extreme Overparameterization Chiyuan Zhang Samy Bengio Moritz Hardt Michael C. Mozer Y. Singer 60 90 0 13 Feb 2019
On Residual Networks Learning a Perturbation from Identity Michael Hauser 95 5 0 11 Feb 2019
3D Hand Shape and Pose from Images in the Wild A. Boukhayma Rodrigo de Bem Philip Torr 3DH 94 356 0 09 Feb 2019
FERAtt: Facial Expression Recognition with Attention Net Pedro Diamel Marrero Fernández F. Guerrero-Peña Ing Ren Tsang Alexandre Cunha CVBM 59 98 0 08 Feb 2019
FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation Chaitanya Kaul S. Manandhar Nick E. Pears SSeg 67 130 0 08 Feb 2019
Skeleton-Based Online Action Prediction Using Scale Selection Network Jun Liu Amir Shahroudy G. Wang Ling-yu Duan Alex C. Kot 91 143 0 08 Feb 2019
HYDRA: Hybrid Deep Magnetic Resonance Fingerprinting P. Song Yonina C. Eldar G. Mazor M. Rodrigues 52 31 0 07 Feb 2019
End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification Hee-Soo Heo Jee-weon Jung Il-Ho Yang Sung-Hyun Yoon Hye-jin Shim Ha-Jin Yu 85 22 0 07 Feb 2019
Progressive Generative Adversarial Networks for Medical Image Super resolution Dwarikanath Mahapatra Behzad Bozorgtabar GAN MedIm 58 28 0 06 Feb 2019
UrbanFM: Inferring Fine-Grained Urban Flows Yuxuan Liang Kun Ouyang Lin Jing Sijie Ruan Ye Liu Junbo Zhang David S. Rosenblum Yu Zheng 64 122 0 06 Feb 2019
Are All Layers Created Equal? Chiyuan Zhang Samy Bengio Y. Singer 111 140 0 06 Feb 2019
Adaptive Gradient for Adversarial Perturbations Generation Yatie Xiao Chi-Man Pun ODL 69 10 0 01 Feb 2019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects Edward James Smith Scott Fujimoto Adriana Romero David Meger 72 91 0 31 Jan 2019
Effect of Various Regularizers on Model Complexities of Neural Networks in Presence of Input Noise Mayank Sharma Aayush Yadav Sumit Soman Jayadeva Jayadeva 25 1 0 31 Jan 2019
Automated brain extraction of multi-sequence MRI using artificial neural networks Hyunjin Park Marianne Schell I. Tursunova G. Brugnara D. Bonekamp ... S. Heiland Wolfgang Wick Martin Bendszus Klaus Hermann Maier-Hein Philipp Kickingereder 96 500 0 31 Jan 2019
Distant Vehicle Detection Using Radar and Vision Simon Chadwick William P. Maddern Paul Newman 159 186 0 30 Jan 2019
Medical Image Super-Resolution Using a Generative Adversarial Network Yongpei Zhu Xuesheng Zhang Kehong Yuan GAN MedIm 27 2 0 30 Jan 2019
Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need Vighnesh Birodkar H. Mobahi Samy Bengio 88 82 0 29 Jan 2019
MgNet: A Unified Framework of Multigrid and Convolutional Neural Network Juncai He Jinchao Xu 54 55 0 29 Jan 2019
Error Feedback Fixes SignSGD and other Gradient Compression Schemes Sai Praneeth Karimireddy Quentin Rebjock Sebastian U. Stich Martin Jaggi 113 503 0 28 Jan 2019
PruneTrain: Fast Neural Network Training by Dynamic Sparse Model Reconfiguration Sangkug Lym Esha Choukse Siavash Zangeneh W. Wen Sujay Sanghavi M. Erez CVBM 81 88 0 26 Jan 2019
ACNN: a Full Resolution DCNN for Medical Image Segmentation Xiao-Yun Zhou Jian-Qing Zheng Peichao Li Guang-Zhong Yang MedIm 27 1 0 26 Jan 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 208 718 0 25 Jan 2019
Deep Generative Learning via Variational Gradient Flow Yuan Gao Yuling Jiao Yang Wang Yao Wang Can Yang Shunkang Zhang 128 38 0 24 Jan 2019
Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion Ruiqi Gao Jianwen Xie Siyuan Huang Yufan Ren Song-Chun Zhu Ying Nian Wu 25 2 0 24 Jan 2019
Backprop with Approximate Activations for Memory-efficient Network Training Ayan Chakrabarti Benjamin Moseley 68 38 0 23 Jan 2019
Reducing the Model Variance of a Rectal Cancer Segmentation Network Joohyun Lee J. Oh Min Ju Kim B. Hur D. Sohn 56 15 0 22 Jan 2019