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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
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning Yanpeng Cao Chengcheng Wang Changjun Song Yongming Tang He Li SupR 43 23 0 12 Jul 2021
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB Stefan Ainetter Friedrich Fraundorfer 100 125 0 12 Jul 2021
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jianyu Wang Bingkun Bao Changsheng Xu 76 75 0 10 Jul 2021
Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization John Miller Rohan Taori Aditi Raghunathan Shiori Sagawa Pang Wei Koh Vaishaal Shankar Percy Liang Y. Carmon Ludwig Schmidt OODD OOD 176 278 0 09 Jul 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 110 151 0 09 Jul 2021
Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention Jingwei Zhang Bin Zi Xiaoyu Ge OffRL 79 23 0 09 Jul 2021
StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation Won-Dong Jang Gwangjin Ju Yucheol Jung Jiaolong Yang Xin Tong Seungyong Lee GAN 86 21 0 09 Jul 2021
Activated Gradients for Deep Neural Networks Mei Liu Liangming Chen Xiaohao Du Long Jin Mingsheng Shang ODL AI4CE 80 145 0 09 Jul 2021
Federated Learning with Dynamic Transformer for Text to Speech Zhenhou Hong Jianzong Wang Xiaoyang Qu Jie Liu Chendong Zhao Jing Xiao FedML 45 14 0 09 Jul 2021
Humans as Path-Finders for Safe Navigation Alessandro Antonucci P. Bevilacqua S. Leonardi Luigi Palopoli Daniele Fontanelli 59 1 0 07 Jul 2021
ROPUST: Improving Robustness through Fine-tuning with Photonic Processors and Synthetic Gradients Alessandro Cappelli Julien Launay Laurent Meunier Ruben Ohana Iacopo Poli AAML 61 4 0 06 Jul 2021
End-To-End Data-Dependent Routing in Multi-Path Neural Networks Dumindu Tissera Rukshan Wijesinghe Kasun Vithanage A. Xavier Subha Fernando Ranga Rodrigo MoE 61 0 0 06 Jul 2021
Boosting Transferability of Targeted Adversarial Examples via Hierarchical Generative Networks Xiao Yang Yinpeng Dong Tianyu Pang Hang Su Jun Zhu AAML 88 39 0 05 Jul 2021
Neural Network Layer Algebra: A Framework to Measure Capacity and Compression in Deep Learning Alberto Badías A. Banerjee 94 3 0 02 Jul 2021
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation Hadrien Reynaud Athanasios Vlontzos Benjamin Hou A. Beqiri Paul Leeson Bernhard Kainz MedIm ViT 81 59 0 02 Jul 2021
ResIST: Layer-Wise Decomposition of ResNets for Distributed Training Chen Dun Cameron R. Wolfe C. Jermaine Anastasios Kyrillidis 95 21 0 02 Jul 2021
UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation Yunhe Gao Mu Zhou Dimitris N. Metaxas MedIm ViT 88 433 0 02 Jul 2021
HybridDeepRx: Deep Learning Receiver for High-EVM Signals Jaakko Pihlajasalo D. Korpi Mikko Honkala Janne M. J. Huttunen T. Riihonen J. Talvitie Alberto Brihuega M. Uusitalo M. Valkama 69 13 0 30 Jun 2021
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems Mathieu Goutay Fayçal Ait Aoudia J. Hoydis J. Gorce 50 0 0 30 Jun 2021
End-to-End Learning of OFDM Waveforms with PAPR and ACLR Constraints Mathieu Goutay Fayçal Ait Aoudia J. Hoydis J. Gorce 51 14 0 30 Jun 2021
Single-Step Adversarial Training for Semantic Segmentation D. Wiens Barbara Hammer SSeg AAML 73 1 0 30 Jun 2021
Augmented Shortcuts for Vision Transformers Yehui Tang Kai Han Chang Xu An Xiao Yiping Deng Chao Xu Yunhe Wang ViT 76 42 0 30 Jun 2021
The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning Anders Andreassen Yasaman Bahri Behnam Neyshabur Rebecca Roelofs OOD OODD 121 82 0 30 Jun 2021
INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks Dongha Kim Yongchan Choi Kunwoong Kim Yongdai Kim NoLa 29 0 0 29 Jun 2021
Untangling Dense Non-Planar Knots by Learning Manipulation Features and Recovery Policies Priya Sundaresan J. Grannen Brijen Thananjeyan Ashwin Balakrishna Jeffrey Ichnowski Ellen R. Novoseller M. Hwang Michael Laskey Joseph E. Gonzalez Ken Goldberg 71 29 0 29 Jun 2021
Understanding Dynamics of Nonlinear Representation Learning and Its Application Kenji Kawaguchi Linjun Zhang Zhun Deng 218 12 0 28 Jun 2021
Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images Sk Imran Hossain Jocelyn de Goër de Herve Md Shahriar Hassan D. Martineau Evelina Petrosyan ... A. Raffetin P. Tattevin G. Vourc'h O. Lesens E. M. Nguifo 41 32 0 28 Jun 2021
Midpoint Regularization: from High Uncertainty Training to Conservative Classification Hongyu Guo 154 3 0 26 Jun 2021
Countering Adversarial Examples: Combining Input Transformation and Noisy Training Cheng Zhang Pan Gao AAML 48 3 0 25 Jun 2021
Conditional Deformable Image Registration with Convolutional Neural Network Tony C. W. Mok Albert C. S. Chung AI4CE 85 79 0 23 Jun 2021
Revisiting Deep Learning Models for Tabular Data Yu. V. Gorishniy Ivan Rubachev Valentin Khrulkov Artem Babenko LMTD 157 784 0 22 Jun 2021
Stochastic Polyak Stepsize with a Moving Target Robert Mansel Gower Aaron Defazio Michael G. Rabbat 76 17 0 22 Jun 2021
DocFormer: End-to-End Transformer for Document Understanding Srikar Appalaraju Bhavan A. Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha ViT 121 281 0 22 Jun 2021
Dive into Deep Learning Aston Zhang Zachary Chase Lipton Mu Li Alexander J. Smola VLM 106 572 0 21 Jun 2021
Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions Martin Charachon P. Cournède C´eline Hudelot R. Ardon 51 5 0 21 Jun 2021
Multiplying Matrices Without Multiplying Davis W. Blalock John Guttag 120 52 0 21 Jun 2021
Distributed Deep Learning in Open Collaborations Michael Diskin Alexey Bukhtiyarov Max Ryabinin Lucile Saulnier Quentin Lhoest ... Denis Mazur Ilia Kobelev Yacine Jernite Thomas Wolf Gennady Pekhimenko FedML 137 59 0 18 Jun 2021
Accumulative Poisoning Attacks on Real-time Data Tianyu Pang Xiao Yang Yinpeng Dong Hang Su Jun Zhu 81 20 0 18 Jun 2021
Quantized Neural Networks via {-1, +1} Encoding Decomposition and Acceleration Qigong Sun Xiufang Li Fanhua Shang Hongying Liu Kan Yang L. Jiao Zhouchen Lin MQ 64 0 0 18 Jun 2021
Orthogonal-Padé Activation Functions: Trainable Activation functions for smooth and faster convergence in deep networks Koushik Biswas Shilpak Banerjee A. Pandey ODL 49 6 0 17 Jun 2021
Deep HDR Hallucination for Inverse Tone Mapping Demetris Marnerides Thomas Bashford-Rogers Kurt Debattista 138 16 0 17 Jun 2021
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers M. Zanfir Andrei Zanfir Eduard Gabriel Bazavan William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 94 67 0 17 Jun 2021
Scaling-up Diverse Orthogonal Convolutional Networks with a Paraunitary Framework Jiahao Su Wonmin Byeon Furong Huang 38 9 0 16 Jun 2021
AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction Hao Chen Fuzhen Zhuang Li Xiao Ling Ma Haiyan Liu Ruifang Zhang Huiqin Jiang Qing He 58 14 0 16 Jun 2021
Memorization and Generalization in Neural Code Intelligence Models Md Rafiqul Islam Rabin Aftab Hussain Mohammad Amin Alipour Vincent J. Hellendoorn TDI 87 43 0 16 Jun 2021
Fast Quantum Property Prediction via Deeper 2D and 3D Graph Networks Meng Liu Cong Fu Xuan Zhang Limei Wang Yaochen Xie Hao Yuan Youzhi Luo Zhao Xu Shenglong Xu Shuiwang Ji GNN 50 17 0 16 Jun 2021
Understanding and Evaluating Racial Biases in Image Captioning Dora Zhao Angelina Wang Olga Russakovsky 78 138 0 16 Jun 2021
Gradient Forward-Propagation for Large-Scale Temporal Video Modelling Mateusz Malinowski Dimitrios Vytiniotis G. Swirszcz Viorica Patraucean João Carreira 67 8 0 15 Jun 2021
Generating Data Augmentation samples for Semantic Segmentation of Salt Bodies in a Synthetic Seismic Image Dataset Luis Felipe M.O. Henriques S. Colcher Ruy Luiz Milidiú A. Bulcão Pablo Barros 36 2 0 15 Jun 2021
Revisiting the Calibration of Modern Neural Networks Matthias Minderer Josip Djolonga Rob Romijnders F. Hubis Xiaohua Zhai N. Houlsby Dustin Tran Mario Lucic UQCV 118 369 0 15 Jun 2021