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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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Gym- $μ$ RTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning Sheng-Jun Huang Santiago Ontañón Chris Bamford Lukasz Grela OffRL 49 36 0 21 May 2021
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Computational Morphology with Neural Network Approaches Ling Liu AI4CE 102 8 0 19 May 2021
RL-GRIT: Reinforcement Learning for Grammar Inference Walt Woods 29 4 0 17 May 2021
Compressed Communication for Distributed Training: Adaptive Methods and System Yuchen Zhong Cong Xie Shuai Zheng Yanghua Peng 74 9 0 17 May 2021
Vision Transformers are Robust Learners Sayak Paul Pin-Yu Chen ViT 92 312 0 17 May 2021
Rethinking Skip Connection with Layer Normalization in Transformers and ResNets Fenglin Liu Xuancheng Ren Zhiyuan Zhang Xu Sun Yuexian Zou AI4CE 83 69 0 15 May 2021
Visual analogy: Deep learning versus compositional models Nicholas Ichien Qing Liu Shuhao Fu K. Holyoak Alan Yuille Hongjing Lu CoGe 74 21 0 14 May 2021
COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images Maya Pavlova Naomi Terhljan A. Chung Andy Zhao Siddharth Surana Hossein Aboutalebi Hayden Gunraj A. Sabri Amer Alaref Alexander Wong 54 46 0 14 May 2021
BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening Wenqi Shao Hang Yu Zhaoyang Zhang Hang Xu Zhenguo Li Ping Luo AAML 28 2 0 13 May 2021
Informed Equation Learning M. Werner Andrej Junginger Philipp Hennig Georg Martius 64 14 0 13 May 2021
Label Geometry Aware Discriminator for Conditional Generative Networks Suman Sapkota Bidur Khanal Binod Bhattarai Bishesh Khanal Tae-Kyun Kim GAN 141 0 0 12 May 2021
Agatha: Smart Contract for DNN Computation Zihan Zheng Peichen Xie Xian Zhang Shuo Chen Yang Chen Xiaobing Guo Guangzhong Sun Guangyu Sun Lidong Zhou GNN 61 12 0 11 May 2021
Weakly supervised pan-cancer segmentation tool Marvin Lerousseau Marion Classe Enzo Battistella Théo Estienne T. Henry ... R. Sun Maria Vakalopoulou J. Scoazec Eric Deutsch Nikos Paragios 47 7 0 10 May 2021
ReLU Deep Neural Networks from the Hierarchical Basis Perspective Juncai He Lin Li Jinchao Xu AI4CE 61 30 0 10 May 2021
Incompatibility Clustering as a Defense Against Backdoor Poisoning Attacks Charles Jin Melinda Sun Martin Rinard AAML 38 6 0 08 May 2021
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting Yuliang Liu Chunhua Shen Lianwen Jin Tong He Peng Chen Chongyu Liu Hao Chen 141 143 0 08 May 2021
ResMLP: Feedforward networks for image classification with data-efficient training Hugo Touvron Piotr Bojanowski Mathilde Caron Matthieu Cord Alaaeldin El-Nouby ... Gautier Izacard Armand Joulin Gabriel Synnaeve Jakob Verbeek Hervé Jégou VLM 151 675 0 07 May 2021
Classification of Urban Morphology with Deep Learning: Application on Urban Vitality Wangyang Chen Abraham Noah Wu Filip Biljecki 70 104 0 07 May 2021
SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification Marvin Lerousseau Maria Vakalopoulou Eric Deutsch Nikos Paragios 66 20 0 06 May 2021
MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space Rui Huang Yixuan Li OODD 104 249 0 05 May 2021
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis Chi-Shiang Wang Fang Su T. Lee Yi-Shan Tsai Jung-Hsien Chiang 35 3 0 05 May 2021
Synthetic Data for Model Selection Alon Shoshan Nadav Bhonker Igor Kviatkovsky Matan Fintz Gérard Medioni 68 5 0 03 May 2021
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text Wenhai Wang Enze Xie Xiang Li Xuebo Liu Ding Liang Yang Zhibo Tong Lu Chunhua Shen 121 144 0 02 May 2021
AI-enabled Efficient and Safe Food Supply Chain I. Kollia J. Stevenson Stefanos D. Kollias 59 32 0 01 May 2021
MARL: Multimodal Attentional Representation Learning for Disease Prediction Ali Hamdi Amr Aboeleneen Khaled Shaban 92 6 0 01 May 2021
SpookyNet: Learning Force Fields with Electronic Degrees of Freedom and Nonlocal Effects Oliver T. Unke Stefan Chmiela M. Gastegger Kristof T. Schütt H. E. Sauceda K. Müller 254 255 0 01 May 2021
Adversarial Example Detection for DNN Models: A Review and Experimental Comparison Ahmed Aldahdooh W. Hamidouche Sid Ahmed Fezza Olivier Déforges AAML 239 128 0 01 May 2021
Faster Meta Update Strategy for Noise-Robust Deep Learning Youjiang Xu Linchao Zhu Lu Jiang Yi Yang 75 51 0 30 Apr 2021
Interpretable Semantic Photo Geolocation Jonas Theiner Eric Müller-Budack Ralph Ewerth 48 30 0 30 Apr 2021
NTIRE 2021 Challenge on Image Deblurring Seungjun Nah Sanghyun Son Suyoung Lee Radu Timofte Kyoung Mu Lee SupR 106 83 0 30 Apr 2021
ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training Jianfei Chen Lianmin Zheng Z. Yao Dequan Wang Ion Stoica Michael W. Mahoney Joseph E. Gonzalez MQ 84 75 0 29 Apr 2021
Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning Ukyo Honda Yoshitaka Ushiku Atsushi Hashimoto Taro Watanabe Yuji Matsumoto 73 23 0 28 Apr 2021
Extreme Rotation Estimation using Dense Correlation Volumes Ruojin Cai Bharath Hariharan Noah Snavely Hadar Averbuch-Elor 105 44 0 28 Apr 2021
ConTNet: Why not use convolution and transformer at the same time? Haotian Yan Zhe Li Weijian Li Changhu Wang Ming Wu Chuang Zhang ViT 97 77 0 27 Apr 2021
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data Hadrien Pujol Éric Bavu Alexandre Garcia 90 22 0 27 Apr 2021
Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification Yixiao Ge Xiao Zhang Ching Lam Choi Ka Chun Cheung Peipei Zhao Feng Zhu Xiaogang Wang Rui Zhao Hongsheng Li FedML UQCV 190 26 0 27 Apr 2021
Rethinking BiSeNet For Real-time Semantic Segmentation Mingyuan Fan Shenqi Lai Junshi Huang Xiaoming Wei Z. Chai Junfeng Luo Xiaolin K. Wei SSeg 107 491 0 27 Apr 2021
Towards On-Device Federated Learning: A Direct Acyclic Graph-based Blockchain Approach Mingrui Cao Long Zhang Bin Cao FedML 44 7 0 27 Apr 2021
Exploring Uncertainty in Deep Learning for Construction of Prediction Intervals Yuandu Lai Yucheng Shi Yahong Han Yunfeng Shao Meiyu Qi Bingshuai Li UQCV 67 15 0 27 Apr 2021
Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction Qingchao Zhang Mehrdad Alvandipour Wenjun Xia Yi Zhang X. Ye Yunmei Chen 59 6 0 27 Apr 2021
Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps Mohammad Rahimzadeh AmirAli Askari Soroush Parvin Elnaz Safi Mohammad Reza Mohammadi 117 13 0 26 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 163 761 0 24 Apr 2021
DeepMix: Online Auto Data Augmentation for Robust Visual Object Tracking Ziyi Cheng Xuhong Ren Felix Juefei Xu Wanli Xue Qing Guo Lei Ma Jianjun Zhao 81 7 0 23 Apr 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 157 1,274 0 22 Apr 2021
Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder Dinesh Jackson Samuel Fabio Cuzzolin 71 17 0 22 Apr 2021
PocketNet: A Smaller Neural Network for Medical Image Analysis A. Celaya Jonas A. Actor Rajarajesawari Muthusivarajan Evan Gates C. Chung Dawid Schellingerhout B. Rivière David T. Fuentes SSeg MedIm 65 30 0 21 Apr 2021
Class-Incremental Learning with Generative Classifiers Gido M. van de Ven Zhe Li A. Tolias BDL 103 61 0 20 Apr 2021
An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth Xavier Rafael-Palou A. Aubanell M. Ceresa Vicent J. Ribas Gemma Piella M. A. G. Ballester 37 1 0 18 Apr 2021