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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
A Lightweight Structure Aimed to Utilize Spatial Correlation for Sparse-View CT Reconstruction Yitong Liu Ken Deng Chang Sun Hongwen Yang 79 6 0 19 Jan 2021
COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning Hayden Gunraj A. Sabri D. Koff A. Wong 118 99 0 19 Jan 2021
Removing Undesirable Feature Contributions Using Out-of-Distribution Data Saehyung Lee Changhwa Park Hyungyu Lee Jihun Yi Jonghyun Lee Sungroh Yoon OODD 102 26 0 17 Jan 2021
Multi-objective Search of Robust Neural Architectures against Multiple Types of Adversarial Attacks Jia-Wei Liu Yaochu Jin AAML OOD 75 38 0 16 Jan 2021
Supervised Transfer Learning at Scale for Medical Imaging Basil Mustafa Aaron Loh Jan Freyberg Patricia MacWilliams Megan Wilson ... Shruthi Prabhakara Umesh Telang Alan Karthikesalingam N. Houlsby Vivek Natarajan LM&MA 163 68 0 14 Jan 2021
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets Abu Quwsar Ohi M. F. Mridha Md. Abdul Hamid M. Monowar Faris A. Kateb 59 15 0 14 Jan 2021
Neural networks behave as hash encoders: An empirical study Fengxiang He Shiye Lei Jianmin Ji Dacheng Tao 64 3 0 14 Jan 2021
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI Xiaofeng Liu Fangxu Xing Chao Yang C.-C. Jay Kuo S. Babu Xiaofeng Liu Thomas Jenkins Jonghye Woo 66 30 0 13 Jan 2021
On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks Junyoung Byun Hyojun Go Changick Kim AAML 193 21 0 13 Jan 2021
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language Descriptions Qi Feng Vitaly Ablavsky Stan Sclaroff 64 46 0 12 Jan 2021
Random Transformation of Image Brightness for Adversarial Attack Bo Yang Kaiyong Xu Hengjun Wang Hengwei Zhang AAML 52 8 0 12 Jan 2021
CleftNet: Augmented Deep Learning for Synaptic Cleft Detection from Brain Electron Microscopy Yi Liu Shuiwang Ji 76 13 0 12 Jan 2021
A Convergence Theory Towards Practical Over-parameterized Deep Neural Networks Asaf Noy Yi Tian Xu Y. Aflalo Lihi Zelnik-Manor Rong Jin 84 3 0 12 Jan 2021
MAAS: Multi-modal Assignation for Active Speaker Detection Juan Carlos León Alcázar Fabian Caba Heilbron Ali K. Thabet Guohao Li 130 52 0 11 Jan 2021
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction A. Saha M. Hosseinzadeh Henkjan Huisman MedIm 210 135 0 08 Jan 2021
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection Guanhua Ye Hongzhi Yin Tong Chen Hongxu Chen Li-zhen Cui Xiangliang Zhang 81 26 0 08 Jan 2021
Dairy Cow rumination detection: A deep learning approach Safa Ayadi Ahmed Ben Said Rateb Jabbar Chafik Aloulou Achraf Chabbouh Ahmed Ben Achballah 23 22 0 07 Jan 2021
CNN-based Ego-Motion Estimation for Fast MAV Maneuvers Ying Xu Guido de Croon 72 4 0 06 Jan 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 153 394 0 05 Jan 2021
Reconstructing Patchy Reionization with Deep Learning E. Guzman Joel Meyers 64 5 0 04 Jan 2021
An Evolution of CNN Object Classifiers on Low-Resolution Images Muhammad Mohsin Kabir Abu Quwsar Ohi Md. Saifur Rahman M. F. Mridha 128 11 0 03 Jan 2021
An Efficient Transformer Decoder with Compressed Sub-layers Yanyang Li Ye Lin Tong Xiao Jingbo Zhu 95 30 0 03 Jan 2021
Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks? Thang M. Pham Trung Bui Long Mai Anh Totti Nguyen 305 123 0 30 Dec 2020
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts Yuxian Meng Shuhe Wang Qinghong Han Xiaofei Sun Leilei Gan Rui Yan Jiwei Li 93 30 0 30 Dec 2020
Learning a Dynamic Map of Visual Appearance Tawfiq Salem Scott Workman Nathan Jacobs 3DH 78 27 0 29 Dec 2020
MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification Qi Zhao Shuchang Lyu Yuewen Li Yujing Ma Lijiang Chen 80 35 0 29 Dec 2020
Implicit Feature Pyramid Network for Object Detection Tiancai Wang Xinming Zhang Jian Sun ObjD 82 28 0 25 Dec 2020
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration Haokui Zhang Ying Li Hao Chen Chengrong Gong Zongwen Bai Chunhua Shen 66 14 0 24 Dec 2020
Learning with Retrospection Xiang Deng Zhongfei Zhang 71 17 0 24 Dec 2020
Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search Y. Fu Zhongzhi Yu Yongan Zhang Yingyan Lin 83 4 0 24 Dec 2020
How Does a Neural Network's Architecture Impact Its Robustness to Noisy Labels? Jingling Li Mozhi Zhang Keyulu Xu John P. Dickerson Jimmy Ba OOD NoLa 105 19 0 23 Dec 2020
BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training Letian Zhao Rui Xu Tianqi Wang Teng Tian Xiaotian Wang Wei Wu Chio-in Ieong Xi Jin MoE 43 8 0 23 Dec 2020
MetaAugment: Sample-Aware Data Augmentation Policy Learning Fengwei Zhou Jiawei Li Chuanlong Xie Fei Chen Lanqing Hong Rui Sun Zhenguo Li 76 29 0 22 Dec 2020
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT A. Garg Salehi M. Rocca R. Garner D. Duncan 111 45 0 22 Dec 2020
Residual Matrix Product State for Machine Learning Ye Meng Jing Zhang Peng Zhang Chao Gao Shi-Ju Ran 72 12 0 22 Dec 2020
RealFormer: Transformer Likes Residual Attention Ruining He Anirudh Ravula Bhargav Kanagal Joshua Ainslie 76 111 0 21 Dec 2020
HDNET: Exploiting HD Maps for 3D Object Detection Binh Yang Ming Liang R. Urtasun 3DPC 3DV 93 322 0 21 Dec 2020
Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California Bo Feng Geoffrey C. Fox 23 5 0 20 Dec 2020
Augmentation Inside the Network Maciej Sypetkowski Jakub Jasiulewicz Z. Wojna OOD 41 2 0 19 Dec 2020
Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification A. Aksoy Mahdyar Ravanbakhsh Begüm Demir 54 26 0 19 Dec 2020
On the human-recognizability phenomenon of adversarially trained deep image classifiers Jonathan W. Helland Nathan M. VanHoudnos AAML 58 4 0 18 Dec 2020
AutoCaption: Image Captioning with Neural Architecture Search Xinxin Zhu Weining Wang Longteng Guo Jing Liu 102 9 0 16 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 144 0 0 16 Dec 2020
Wasserstein Contrastive Representation Distillation Liqun Chen Dong Wang Zhe Gan Jingjing Liu Ricardo Henao Lawrence Carin 89 96 0 15 Dec 2020
Attentional Local Contrast Networks for Infrared Small Target Detection Yimian Dai Yiquan Wu Fei Zhou Kobus Barnard 96 427 0 15 Dec 2020
Machine Learning for MU-MIMO Receive Processing in OFDM Systems Mathieu Goutay Fayçal Ait Aoudia J. Hoydis J. Gorce 68 24 0 15 Dec 2020
A hybrid quantum-classical neural network with deep residual learning Yanying Liang Wei Peng Zhu-Jun Zheng Olli Silvén Guoying Zhao 64 48 0 14 Dec 2020
AV Taris: Online Audio-Visual Speech Recognition George Sterpu N. Harte 61 1 0 14 Dec 2020
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification Martin Charachon C´eline Hudelot P. Cournède Camille Ruppli R. Ardon AAML GAN FAtt MedIm 25 7 0 14 Dec 2020
Multimodal In-bed Pose and Shape Estimation under the Blankets Yu Yin Joseph P. Robinson Y. Fu 3DH 137 18 0 12 Dec 2020