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Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

30 March 2016

Papers citing "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

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Title
Progressive Stage-wise Learning for Unsupervised Feature Representation Enhancement Zefan Li Chenxi Liu Alan Yuille Bingbing Ni Wenjun Zhang Wen Gao SSL 66 5 0 10 Jun 2021
Self-supervision of Feature Transformation for Further Improving Supervised Learning Zilin Ding Yuhang Yang Xuan Cheng Xiaomin Wang Ming-Yuan Liu SSL 26 2 0 09 Jun 2021
Self-supervised Feature Enhancement: Applying Internal Pretext Task to Supervised Learning Yuhang Yang Zilin Ding Xuan Cheng Xiaomin Wang Ming Liu SSL 31 1 0 09 Jun 2021
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style Julius von Kügelgen Yash Sharma Luigi Gresele Wieland Brendel Bernhard Schölkopf M. Besserve Francesco Locatello 137 317 0 08 Jun 2021
Data-Efficient Instance Generation from Instance Discrimination Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou 96 83 0 08 Jun 2021
Contrastive Representation Learning for Hand Shape Estimation Christiane Zimmermann Max Argus Thomas Brox 3DH SSL 91 41 0 08 Jun 2021
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation Pengpeng Liu Michael R. Lyu Irwin King Jia Xu 50 8 0 08 Jun 2021
Mean-Shifted Contrastive Loss for Anomaly Detection Tal Reiss Yedid Hoshen 83 119 0 07 Jun 2021
Efficient Training of Visual Transformers with Small Datasets Yahui Liu E. Sangineto Wei Bi N. Sebe Bruno Lepri Marco De Nadai ViT 75 174 0 07 Jun 2021
Incremental False Negative Detection for Contrastive Learning Tsai-Shien Chen Wei-Chih Hung Hung-Yu Tseng Shao-Yi Chien Ming-Hsuan Yang SSL CLL 91 62 0 07 Jun 2021
Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection Francesco Cappio Borlino S. Polizzotto Barbara Caputo Tatiana Tommasi ObjD 53 5 0 07 Jun 2021
Understand and Improve Contrastive Learning Methods for Visual Representation: A Review Ran Liu SSL 62 12 0 06 Jun 2021
Large-scale Unsupervised Semantic Segmentation Shangqi Gao Zhong-Yu Li Ming-Hsuan Yang Mingg-Ming Cheng Junwei Han Philip Torr UQCV 125 92 0 06 Jun 2021
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu Ling Shao CML 143 128 0 05 Jun 2021
Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 72 6 0 05 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 103 9 0 05 Jun 2021
ASCNet: Self-supervised Video Representation Learning with Appearance-Speed Consistency Deng Huang Wenhao Wu Weiwen Hu Xu Liu Dongliang He Zhihua Wu Xiangmiao Wu Ming Tan Errui Ding SSL 69 55 0 04 Jun 2021
TVDIM: Enhancing Image Self-Supervised Pretraining via Noisy Text Data Pengda Qin Yuhong Li Kefeng Deng Qiang Wu 30 1 0 03 Jun 2021
Generalized Domain Adaptation Yu Mitsuzumi Go Irie Daiki Ikami Takashi Shibata OOD 101 20 0 03 Jun 2021
Imperceptible Adversarial Examples for Fake Image Detection Quanyu Liao Yuezun Li Xiaoqiang Guo Bin Kong Yingxin Zhu Jianlei Liu Zhuqing Jiang Qi Song Xi Wu AAML 154 33 0 03 Jun 2021
Semi-Supervised Domain Generalization with Stochastic StyleMatch Kaiyang Zhou Chen Change Loy Ziwei Liu OOD 82 59 0 01 Jun 2021
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning Jiaqi Chen Jianheng Tang Jinghui Qin Xiaodan Liang Lingbo Liu Eric Xing Liang Lin AIMat 117 188 0 30 May 2021
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data Annotations Dmitrii Shubin Danny Eytan Sebastian D. Goodfellow 48 1 0 28 May 2021
What Is Considered Complete for Visual Recognition? Lingxi Xie Xiaopeng Zhang Longhui Wei Jianlong Chang Qi Tian VLM 104 4 0 28 May 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 136 614 0 27 May 2021
TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search Yawen Duan Xin Chen Hang Xu Zewei Chen Li Xiaodan Tong Zhang Zhenguo Li ViT 83 73 0 25 May 2021
Unsupervised Visual Representation Learning by Online Constrained K-Means Qi Qian Yuanhong Xu Juhua Hu Hao Li Rong Jin CML SSL 77 36 0 24 May 2021
FCCDN: Feature Constraint Network for VHR Image Change Detection Pan Chen Danfeng Hong Zhengchao Chen Xuan S. Yang Baipeng Li Bing Zhang 95 157 0 23 May 2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation Jinyu Yang Chunyuan Li Weizhi An Hehuan Ma Yuzhi Guo Yu Rong P. Zhao Junzhou Huang AAML 91 31 0 23 May 2021
Backdoor Attacks on Self-Supervised Learning Aniruddha Saha Ajinkya Tejankar Soroush Abbasi Koohpayegani Hamed Pirsiavash SSL AAML 58 110 0 21 May 2021
IDEAL: Independent Domain Embedding Augmentation Learning Zhiyuan Chen Guang Yao Wennan Ma Lin Xu OOD 104 1 0 21 May 2021
Do We Really Need to Learn Representations from In-domain Data for Outlier Detection? Zhisheng Xiao Qing Yan Y. Amit OOD UQCV 76 18 0 19 May 2021
Self-Supervised Learning for Fine-Grained Visual Categorization Muhammad Maaz H. Rasheed D. Gaddam 47 2 0 18 May 2021
Towards Unsupervised Sketch-based Image Retrieval Conghui Hu Yongxin Yang Yunpeng Li Timothy M. Hospedales Yi-Zhe Song 82 5 0 18 May 2021
Divide and Contrast: Self-supervised Learning from Uncurated Data Yonglong Tian Olivier J. Hénaff Aaron van den Oord SSL 138 101 0 17 May 2021
Mean Shift for Self-Supervised Learning Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash SSL 69 93 0 15 May 2021
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation Chenyu You Ruihan Zhao Lawrence H. Staib James S. Duncan SSL 130 106 0 14 May 2021
Evaluating the Robustness of Self-Supervised Learning in Medical Imaging Fernando Navarro Christopher Watanabe Suprosanna Shit Anjany Sekuboyina J. Peeken Stephanie E. Combs Bjoern Menze OOD 71 20 0 14 May 2021
Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency Haiping Wu Xiaolong Wang SSL 74 31 0 13 May 2021
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation Mahdi Pourmirzaei G. Montazer Farzaneh Esmaili CVBM 69 28 0 13 May 2021
When Does Contrastive Visual Representation Learning Work? Elijah Cole Xuan S. Yang Kimberly Wilber Oisin Mac Aodha Serge Belongie SSL 94 125 0 12 May 2021
PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning Yang Xiao Yuming Du Renaud Marlet SSL 65 23 0 12 May 2021
WildGait: Learning Gait Representations from Raw Surveillance Streams Adrian Cosma I. Radoi CVBM 114 16 0 12 May 2021
Exploring Instance Relations for Unsupervised Feature Embedding Yifei Zhang Yu Zhou Weiping Wang 71 6 0 07 May 2021
Autoencoder Based Inter-Vehicle Generalization for In-Cabin Occupant Classification S. Cruz B. Taetz Oliver Wasenmüller Thomas Stifter D. Stricker 63 4 0 07 May 2021
Contrastive Learning for Unsupervised Image-to-Image Translation Hanbit Lee Jinseok Seol Sang-goo Lee VLM SSL 141 19 0 07 May 2021
Motion-Augmented Self-Training for Video Recognition at Smaller Scale Kirill Gavrilyuk Mihir Jain I. Karmanov Cees G. M. Snoek 71 21 0 04 May 2021
Curious Representation Learning for Embodied Intelligence Yilun Du Chuang Gan Phillip Isola SSL LM&Ro 172 40 0 03 May 2021
CoCon: Cooperative-Contrastive Learning Nishant Rai Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles SSL 76 18 0 30 Apr 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning Christoph Feichtenhofer Haoqi Fan Bo Xiong Ross B. Girshick Kaiming He SSL AI4TS 107 263 0 29 Apr 2021