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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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Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent Bao Wang T. Nguyen Andrea L. Bertozzi Richard G. Baraniuk Stanley J. Osher ODL 77 49 0 24 Feb 2020
Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images Lei Sun Kailun Yang Xinxin Hu Weijian Hu Kaiwei Wang SSeg 122 135 0 24 Feb 2020
Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks Soham De Samuel L. Smith ODL 106 20 0 24 Feb 2020
Using Wavelets to Analyze Similarities in Image-Classification Datasets Roozbeh Yousefzadeh 44 0 0 24 Feb 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 118 262 0 23 Feb 2020
Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks Yehui Tang Yunhe Wang Yixing Xu Boxin Shi Chao Xu Chunjing Xu Chang Xu 69 38 0 23 Feb 2020
Bidirectional Generative Modeling Using Adversarial Gradient Estimation Xinwei Shen Tong Zhang Kani Chen GAN 55 9 0 21 Feb 2020
MaxUp: A Simple Way to Improve Generalization of Neural Network Training Chengyue Gong Zhaolin Ren Mao Ye Qiang Liu AAML 77 56 0 20 Feb 2020
Automatic Shortcut Removal for Self-Supervised Representation Learning Matthias Minderer Olivier Bachem N. Houlsby Michael Tschannen SSL 94 73 0 20 Feb 2020
Boosting Adversarial Training with Hypersphere Embedding Tianyu Pang Xiao Yang Yinpeng Dong Kun Xu Jun Zhu Hang Su AAML 98 156 0 20 Feb 2020
Rethinking the Hyperparameters for Fine-tuning Hao Li Pratik Chaudhari Hao Yang Michael Lam Avinash Ravichandran Rahul Bhotika Stefano Soatto VLM 93 130 0 19 Feb 2020
MLModelScope: A Distributed Platform for Model Evaluation and Benchmarking at Scale Abdul Dakkak Cheng-rong Li Jinjun Xiong Wen-mei W. Hwu ELM 28 6 0 19 Feb 2020
Being Bayesian about Categorical Probability Taejong Joo U. Chung Minji Seo UQCV BDL 101 61 0 19 Feb 2020
Local Propagation in Constraint-based Neural Network G. Marra Matteo Tiezzi S. Melacci Alessandro Betti Marco Maggini Marco Gori 45 10 0 18 Feb 2020
DivideMix: Learning with Noisy Labels as Semi-supervised Learning Junnan Li R. Socher Guosheng Lin NoLa 139 1,036 0 18 Feb 2020
ResiliNet: Failure-Resilient Inference in Distributed Neural Networks Ashkan Yousefpour Brian Q. Nguyen Siddartha Devic Guanhua Wang Aboudy Kreidieh Hans Lobel Alexandre M. Bayen J. Jue 48 2 0 18 Feb 2020
Multilinear Compressive Learning with Prior Knowledge D. Tran Moncef Gabbouj Alexandros Iosifidis 40 7 0 17 Feb 2020
Residual Continual Learning Janghyeon Lee Donggyu Joo H. Hong Junmo Kim CLL 133 24 0 17 Feb 2020
Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data Charles H. Martin Tongsu Peng Peng Michael W. Mahoney 116 110 0 17 Feb 2020
Multi-layer Representation Fusion for Neural Machine Translation Qiang Wang Fuxue Li Tong Xiao Yanyang Li Yinqiao Li Jingbo Zhu AI4CE 72 53 0 16 Feb 2020
ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures Yanan Sun Ziyao Ren Gary G. Yen Bing Xue Mengjie Zhang Jiancheng Lv 23 0 0 16 Feb 2020
Multi-Task Siamese Neural Network for Improving Replay Attack Detection Patrick von Platen Fei Tao Gokhan Tur AAML 50 5 0 16 Feb 2020
Why Do Deep Residual Networks Generalize Better than Deep Feedforward Networks? -- A Neural Tangent Kernel Perspective Kaixuan Huang Yuqing Wang Molei Tao T. Zhao MLT 62 98 0 14 Feb 2020
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets Dongxian Wu Yisen Wang Shutao Xia James Bailey Xingjun Ma AAML SILM 115 314 0 14 Feb 2020
An LSTM-Based Autonomous Driving Model Using Waymo Open Dataset Zhicheng Li Zhihao Li Xuan Di Rongye Shi 59 46 0 14 Feb 2020
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization Yiqiu Shen Nan Wu Jason Phang Jungkyu Park Kangning Liu ... Laura Heacock S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 100 170 0 13 Feb 2020
Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach Kecheng Zhang Meng Li Zhengchao Zhang Xi Lin Fang He 163 149 0 13 Feb 2020
EndoL2H: Deep Super-Resolution for Capsule Endoscopy Yasin Almalioglu Kutsev Bengisu Ozyoruk Abdulkadir Gokce Kagan Incetan Guliz Irem Gokceler ... K. Ararat Richard J. Chen Nicholas J. Durr Faisal Mahmood Mehmet Turan MedIm 61 38 0 13 Feb 2020
Large-Scale Gradient-Free Deep Learning with Recursive Local Representation Alignment Alexander Ororbia A. Mali Daniel Kifer C. Lee Giles 148 2 0 10 Feb 2020
Adversarial Data Encryption Yingdong Hu Liang Zhang W. Shan Xiaoxiao Qin Jinghuai Qi Zhenzhou Wu Yang Yuan FedML MedIm 36 0 0 10 Feb 2020
BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization Milovs Nikolić G. B. Hacene Ciaran Bannon Alberto Delmas Lascorz Matthieu Courbariaux Yoshua Bengio Vincent Gripon Andreas Moshovos MQ 73 25 0 08 Feb 2020
Multimodal Controller for Generative Models Enmao Diao Jie Ding Vahid Tarokh 79 3 0 07 Feb 2020
DropCluster: A structured dropout for convolutional networks Liyang Chen P. Gautier Sergul Aydore 54 11 0 07 Feb 2020
Variational Depth Search in ResNets Javier Antorán J. Allingham José Miguel Hernández-Lobato 53 4 0 06 Feb 2020
RGB-based Semantic Segmentation Using Self-Supervised Depth Pre-Training Jean Lahoud Guohao Li VLM SSL 22 3 0 06 Feb 2020
Fine-Grained Urban Flow Inference Kun Ouyang Yuxuan Liang Ye Liu Zekun Tong Sijie Ruan Yu Zheng David S. Rosenblum 71 48 0 05 Feb 2020
A study on the role of subsidiary information in replay attack spoofing detection Jee-weon Jung Hye-jin Shim Hee-Soo Heo Ha-Jin Yu 64 3 0 31 Jan 2020
3D Aggregated Faster R-CNN for General Lesion Detection Ning Zhang Yu Cao Benyuan Liu Yan Luo MedIm 74 9 0 29 Jan 2020
Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging Mamatha Thota Stefanos D. Kollias M. Swainson Georgios Leontidis 63 4 0 28 Jan 2020
Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach Misgina Tsighe Hagos 50 3 0 26 Jan 2020
A Multi-site Study of a Breast Density Deep Learning Model for Full-field Digital Mammography Images and Synthetic Mammography Images Thomas P. Matthews Sadanand Singh Brent Mombourquette Jason Su Meet Shah ... Nikita Ghare Douglas Smith S. M. Moore Susan C. Marks R. Wahl 17 4 0 23 Jan 2020
Deep Metric Structured Learning For Facial Expression Recognition Pedro Diamel Marrero Fernández Ing Ren Tsang I. Tsang F. Guerrero-Peña Alexandre Cunha CVBM 18 0 0 18 Jan 2020
Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks Léopold Cambier Anahita Bhiwandiwalla Ting Gong M. Nekuii Oguz H. Elibol Hanlin Tang MQ 145 48 0 16 Jan 2020
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts Anant Khandelwal Niraj Kumar 97 13 0 15 Jan 2020
Relevance Prediction from Eye-movements Using Semi-interpretable Convolutional Neural Networks Nilavra Bhattacharya Somnath Rakshit J. Gwizdka P. Kogut 128 25 0 15 Jan 2020
Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers M. Soflaei Hongyu Guo Ali Al-Bashabsheh Yongyi Mao Richong Zhang MQ 37 8 0 12 Jan 2020
Choosing the Sample with Lowest Loss makes SGD Robust Vatsal Shah Xiaoxia Wu Sujay Sanghavi 65 44 0 10 Jan 2020
An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers' Outputs You Huang Yuanlong Yu 72 7 0 09 Jan 2020
The Effect of Data Ordering in Image Classification E. Can Aysu Ezen-Can OOD 30 0 0 08 Jan 2020
Convolutional Networks with Dense Connectivity Gao Huang Zhuang Liu Geoff Pleiss Laurens van der Maaten Kilian Q. Weinberger 3DV 80 459 0 08 Jan 2020