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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"

50 / 1,748 papers shown

Title
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection Antonio Bărbălău Radu Tudor Ionescu Mariana-Iuliana Georgescu J. Dueholm B. Ramachandra Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT 105 72 0 16 Jul 2022
HOME: High-Order Mixed-Moment-based Embedding for Representation Learning Chuang Niu Ge Wang SSL 71 4 0 15 Jul 2022
Position Prediction as an Effective Pretraining Strategy Shuangfei Zhai Navdeep Jaitly Jason Ramapuram Dan Busbridge Tatiana Likhomanenko Joseph Y. Cheng Walter A. Talbott Chen Huang Hanlin Goh J. Susskind ViT 88 25 0 15 Jul 2022
Bootstrapped Masked Autoencoders for Vision BERT Pretraining Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu 89 78 0 14 Jul 2022
Unsupervised Visual Representation Learning by Synchronous Momentum Grouping Bo Pang Yifan Zhang Yaoyi Li Jia Cai Cewu Lu SSL 65 28 0 13 Jul 2022
DSPNet: Towards Slimmable Pretrained Networks based on Discriminative Self-supervised Learning Shaoru Wang Zeming Li Jin Gao Liang Li Weiming Hu 59 0 0 13 Jul 2022
GANzzle: Reframing jigsaw puzzle solving as a retrieval task using a generative mental image Davide Talon Alessio Del Bue Stuart James 58 6 0 12 Jul 2022
Transferability-Guided Cross-Domain Cross-Task Transfer Learning Yang Tan Enming Zhang Yang Li Shao-Lun Huang Xiaoping Zhang OT 116 12 0 12 Jul 2022
Synergistic Self-supervised and Quantization Learning Yunhao Cao Peiqin Sun Yechang Huang Jianxin Wu Shuchang Zhou MQ 51 13 0 12 Jul 2022
Patch-level instance-group discrimination with pretext-invariant learning for colitis scoring Ziang Xu Sharib Ali Soumya Gupta S. Leedham J. East J. Rittscher 67 3 0 11 Jul 2022
A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision Lanxiao Li M. Heizmann 3DPC 72 28 0 11 Jul 2022
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation Jeong-Eun Choi Seongwon Jang Hyunsouk Cho Sehee Chung SSL 48 6 0 10 Jul 2022
Masked Surfel Prediction for Self-Supervised Point Cloud Learning Yabin Zhang Jiehong Lin Chenhang He Yuxiao Chen Kui Jia Lei Zhang 3DPC 81 21 0 07 Jul 2022
Unsupervised Learning for Human Sensing Using Radio Signals Tianhong Li Lijie Fan Yuan. Yuan Dina Katabi SSL 96 34 0 06 Jul 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 100 41 0 05 Jul 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 129 46 0 01 Jul 2022
Visual Pre-training for Navigation: What Can We Learn from Noise? Yanwei Wang Ching-Yun Ko Pulkit Agrawal SSL 83 7 0 30 Jun 2022
SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving Prarthana Bhattacharyya Chengjie Huang Krzysztof Czarnecki SSL 118 57 0 28 Jun 2022
Automatic identification of segmentation errors for radiotherapy using geometric learning E. Henderson A. Green M. Herk E. V. Osorio 13 6 0 27 Jun 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 159 228 0 27 Jun 2022
Self-Supervised 3D Monocular Object Detection by Recycling Bounding Boxes T. Sugirtha M. Sridevi K. Santhakumar Hao Liu B. R. Kiran T. Gauthier S. Yogamani 43 0 0 25 Jun 2022
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos S. H. Khorasgani Yuxuan Chen Florian Shkurti SSL 114 24 0 25 Jun 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan Zhangyang Gao Lirong Wu Yongjie Xu Jun Xia Siyuan Li Stan Z. Li 121 110 0 24 Jun 2022
TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning Jiachen Zhu R. M. Moraes Serkan Karakulak Vlad Sobol A. Canziani Yann LeCun SSL 61 22 0 21 Jun 2022
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification Héctor Carrión Mohammad Jafari Hsin-ya Yang Roslyn Rivkah M. Rolandi Marcella M. Gomez Narges Norouzi 58 6 0 21 Jun 2022
Imitation Learning for Nonprehensile Manipulation through Self-Supervised Learning Considering Motion Speed Yuki Saigusa S. Sakaino T. Tsuji SSL 52 13 0 21 Jun 2022
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval Guile Wu Chaoxi Zhang Stephan Liwicki SSL 38 2 0 20 Jun 2022
Replacing Labeled Real-image Datasets with Auto-generated Contours Hirokatsu Kataoka Ryo Hayamizu Ryosuke Yamada Kodai Nakashima Sora Takashima Xinyu Zhang Edgar Josafat Martinez-Noriega Nakamasa Inoue Rio Yokota 53 26 0 18 Jun 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Yogesh S Rawat M. Shah SSL 128 136 0 18 Jun 2022
DU-Net based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images Yilong Li Yaqi Wang Huiyu Zhou Huaqiong Wang Gangyong Jia Qianni Zhang SSL MedIm 48 1 0 17 Jun 2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning M. Gwilliam Abhinav Shrivastava SSL 138 21 1 16 Jun 2022
Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency Viraj Prabhu Sriram Yenamandra Aaditya K. Singh Judy Hoffman 64 15 0 16 Jun 2022
Masked Frequency Modeling for Self-Supervised Visual Pre-Training Jiahao Xie Wei Li Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy 113 74 0 15 Jun 2022
Self-Supervised Implicit Attention: Guided Attention by The Model Itself Jinyi Wu Xun Gong Zhemin Zhang 53 1 0 15 Jun 2022
AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data Amin Banitalebi-Dehkordi Pratik Gujjar Yong Zhang SSL 68 9 0 14 Jun 2022
Look, Radiate, and Learn: Self-Supervised Localisation via Radio-Visual Correspondence Mohammed Alloulah Maximilian Arnold SSL 86 2 0 13 Jun 2022
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation Wouter Van Gansbeke Simon Vandenhende Luc Van Gool 109 55 0 13 Jun 2022
Learning Fashion Compatibility from In-the-wild Images Additya Popli Vijay Kumar Sujit Jos Saraansh Tandon 71 1 0 13 Jun 2022
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? Xiang Li Jinghuan Shang Srijan Das Michael S. Ryoo SSL 104 33 0 10 Jun 2022
SERE: Exploring Feature Self-relation for Self-supervised Transformer Zhong-Yu Li Shanghua Gao Ming-Ming Cheng ViT MDE 101 14 0 10 Jun 2022
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels Anuja Vats A. Mohammed Marius Pedersen OOD 48 7 0 10 Jun 2022
Extreme Masking for Learning Instance and Distributed Visual Representations Zhirong Wu Zihang Lai Xiao Sun Stephen Lin 106 22 0 09 Jun 2022
POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples Duong H. Le Khoi Duc Minh Nguyen Khoi Nguyen Quoc-Huy Tran Rang Nguyen Binh-Son Hua OODD 95 40 0 08 Jun 2022
Towards Self-supervised and Weight-preserving Neural Architecture Search Zhuowei Li Yibo Gao Zhenzhou Zha Hu Zhiqiang Qing Xia Shaoting Zhang Dimitris N. Metaxas 61 4 0 08 Jun 2022
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning M. Seyfi Amin Banitalebi-Dehkordi Yong Zhang SSL 59 0 0 07 Jun 2022
Extending Momentum Contrast with Cross Similarity Consistency Regularization M. Seyfi Amin Banitalebi-Dehkordi Yong Zhang SSL 63 12 0 07 Jun 2022
Online Deep Clustering with Video Track Consistency Alessandra Alfani Federico Becattini Lorenzo Seidenari A. Bimbo 40 0 0 07 Jun 2022
TriBYOL: Triplet BYOL for Self-Supervised Representation Learning Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 124 18 0 07 Jun 2022
Self-Knowledge Distillation based Self-Supervised Learning for Covid-19 Detection from Chest X-Ray Images Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 123 24 0 07 Jun 2022
Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data H. Yuan Shing Chan Andrew P. Creagh C. Tong Aidan Acquah David Clifton Aiden Doherty SSL 98 92 0 06 Jun 2022