Learning Image Representations by Completing Damaged Jigsaw Puzzles

6 February 2018

In So Kweon

Papers citing "Learning Image Representations by Completing Damaged Jigsaw Puzzles"

38 / 88 papers shown

Title
Self-supervised Spatial Reasoning on Multi-View Line DrawingsComputer Vision and Pattern Recognition (CVPR), 2021 Siyuan Xiang Anbang Yang Yanfei Xue Yaoqing Yang Chen Feng SSL 3DPC 251 2 0 27 Apr 2021
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data Siladittya Manna Saumik Bhattacharya Umapada Pal SSL 145 0 0 21 Apr 2021
Distill on the Go: Online knowledge distillation in self-supervised learning Prashant Shivaram Bhat Elahe Arani Bahram Zonooz SSL 221 33 0 20 Apr 2021
SiT: Self-supervised vIsion Transformer Sara Atito Ali Ahmed Muhammad Awais J. Kittler ViT 358 154 0 08 Apr 2021
Jigsaw Clustering for Unsupervised Visual Representation LearningComputer Vision and Pattern Recognition (CVPR), 2021 Pengguang Chen Shu Liu Jiaya Jia SSL VLM 288 69 0 01 Apr 2021
Qualitative Planning in Imperfect Information Games with Active Sensing and Reactive Sensor Attacks: Cost of UnawarenessIEEE Conference on Decision and Control (CDC), 2021 A. Kulkarni Shuo Han Nandi O. Leslie Charles A. Kamhoua Jie Fu 272 2 0 01 Apr 2021
Learning by Aligning Videos in TimeComputer Vision and Pattern Recognition (CVPR), 2021 S. Haresh Sateesh Kumar Huseyin Coskun S. N. Syed Andrey Konin M. Zia Quoc-Huy Tran AI4TS 194 74 0 31 Mar 2021
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information RegularizationMachine Learning for Biomedical Imaging (MLBI), 2021 Jizong Peng M. Pedersoli Christian Desrosiers SSL 231 22 0 08 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Yantao Du Wei Hu Guo-Jun Qi 210 7 0 01 Mar 2021
Transformers in Vision: A SurveyACM Computing Surveys (CSUR), 2021 Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 874 3,125 0 04 Jan 2021
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative AdversariesComputer Vision and Pattern Recognition (CVPR), 2020 Q. Hu Tianlin Li Wei Hu Guo-Jun Qi SSL 304 164 0 17 Nov 2020
Contrastive Learning with Adversarial Examples Chih-Hui Ho Nuno Vasconcelos SSL 167 158 0 22 Oct 2020
i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning Kibok Lee Yian Zhu Kihyuk Sohn Chun-Liang Li Jinwoo Shin Honglak Lee SSL 187 26 0 17 Oct 2020
Self-Supervised Domain Adaptation with Consistency Training Liang Xiao J. Xu D. Zhao Z. Wang L. Wang Y. Nie B. Dai 109 16 0 15 Oct 2020
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning Xinyu Yang Majid Mirmehdi T. Burghardt 351 4 0 14 Oct 2020
MixCo: Mix-up Contrastive Learning for Visual Representation Sungnyun Kim Gihun Lee Sangmin Bae Seyoung Yun SSL 374 90 0 13 Oct 2020
Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning Bonifaz Stuhr Jürgen Brauer 204 1 0 04 Sep 2020
Self-Supervised Learning for Large-Scale Unsupervised Image Clustering Evgenii Zheltonozhskii Chaim Baskin A. Bronstein A. Mendelson SSL 160 10 0 24 Aug 2020
Co-training for On-board Deep Object DetectionIEEE Access (IEEE Access), 2020 Gabriel Villalonga A. Peña VLM ObjD 125 6 0 12 Aug 2020
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restorationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 F. Haghighi M. Taher Zongwei Zhou Michael B. Gotway Jianming Liang MedIm 175 67 0 14 Jul 2020
A Survey on Self-supervised Pre-training for Sequential Transfer Learning in Neural Networks H. H. Mao BDL SSL 138 54 0 01 Jul 2020
Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning Yuan Yao Chang-rui Liu Dezhao Luo Can Ma QiXiang Ye 171 181 0 20 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.2K 4,645 0 17 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 548 1,975 0 15 Jun 2020
Deepzzle: Solving Visual Jigsaw Puzzles with Deep Learning andShortest Path OptimizationIEEE Transactions on Image Processing (TIP), 2020 Marie-Morgane Paumard David Picard Hedi Tabia 136 52 0 26 May 2020
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object RecognitionComputer Vision and Pattern Recognition (CVPR), 2020 Chih-Hui Ho Bo Liu Tz-Ying Wu Nuno Vasconcelos 166 8 0 28 Mar 2020
Deep Self-Supervised Representation Learning for Free-Hand Sketch Peng Xu Zeyu Song Qiyue Yin Yi-Zhe Song Liang Wang SSL 197 43 0 03 Feb 2020
Video Cloze Procedure for Self-Supervised Spatio-Temporal LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Dezhao Luo Chang-rui Liu Can Ma Dongbao Yang Can Ma QiXiang Ye Weiping Wang SSL 194 167 0 02 Jan 2020
Towards a Hypothesis on Visual Transformation based Self-SupervisionBritish Machine Vision Conference (BMVC), 2019 Dipan K. Pal Sreena Nallamothu Marios Savvides 127 6 0 24 Nov 2019
Towards Shape Biased Unsupervised Representation Learning for Domain Generalization Nader Asadi Amir M. Sarfi M. Hosseinzadeh Zahra Karimpour M. Eftekhari OOD SSL 119 26 0 18 Sep 2019
Charting the Right Manifold: Manifold Mixup for Few-shot LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Puneet Mangla M. Singh Abhishek Sinha Nupur Kumari V. Balasubramanian Balaji Krishnamurthy SSL 317 363 0 28 Jul 2019
Self-supervised Domain Adaptation for Computer Vision TasksIEEE Access (IEEE Access), 2019 Jiaolong Xu Liang Xiao Antonio M. López OOD SSL VLM 269 148 0 25 Jul 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data Mathilde Caron Piotr Bojanowski Julien Mairal Armand Joulin SSL 246 9 0 03 May 2019
Multi-level Encoder-Decoder Architectures for Image Restoration Indra Deep Mastan Shanmuganathan Raman SupR 227 16 0 01 May 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 400 1,897 0 16 Feb 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 419 746 0 25 Jan 2019
Self-Supervised Video Representation Learning with Space-Time Cubic PuzzlesAAAI Conference on Artificial Intelligence (AAAI), 2018 Dahun Kim Donghyeon Cho In So Kweon SSL 232 363 0 24 Nov 2018
Improvements to context based self-supervised learning T. N. Mundhenk Mark A. Lemley Barry Y. Chen SSL 235 124 0 17 Nov 2017