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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
Enhancing Deep Learning Performance of Massive MIMO CSI Feedback Sijie Ji Mo Li 61 6 0 24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 157 121 0 24 Aug 2022
IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification T. Vuong Q. Vu Mostafa Jahanifar S. Graham J. T. Kwak Nasir M. Rajpoot OOD 58 15 0 23 Aug 2022
Efficient Self-Supervision using Patch-based Contrastive Learning for Histopathology Image Segmentation Nicklas Boserup Raghavendra Selvan SSL 69 8 0 23 Aug 2022
Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions Penghua Zhai Enwei Zhu Baolian Qi Xin Wei Jinpeng Li 60 0 0 23 Aug 2022
Learning Primitive-aware Discriminative Representations for Few-shot Learning Jianpeng Yang Yuhang Niu Xuemei Xie G. Shi 58 1 0 20 Aug 2022
Test-time Training for Data-efficient UCDR Soumava Paul Titir Dutta Aheli Saha Abhishek Samanta Soma Biswas OOD 138 0 0 19 Aug 2022
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation Shiqiang Ma Xia Li Jijun Tang Fei Guo 56 4 0 19 Aug 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 58 13 0 18 Aug 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 83 58 0 18 Aug 2022
ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization Jiwon Kim Youngjo Min Daehwan Kim Gyuseong Lee Junyoung Seo Kwang-seok Ryoo Seung Wook Kim 91 43 0 18 Aug 2022
Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision Sachith Seneviratne J. Wijnands K. Nice Haifeng Zhao B. Godic ... Rajith Vidanaarachchi Mark Stevenson L. Garcia R. Hunter Jason Thompson SSL 86 2 0 17 Aug 2022
Matching Multiple Perspectives for Efficient Representation Learning Omiros Pantazis M. Salvaris SSL 69 0 0 16 Aug 2022
Self-Supervised Vision Transformers for Malware Detection Sachith Seneviratne Ridwan Shariffdeen Sanka Rasnayaka Nuran Kasthuriarachchi MedIm 59 35 0 15 Aug 2022
Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li Cuntai Guan SSL AI4TS 99 85 0 13 Aug 2022
CCRL: Contrastive Cell Representation Learning Ramin Nakhli Amirali Darbandsari H. Farahani A. Bashashati SSL 41 3 0 12 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation Zejiang Hou Fei Sun Yen-kuang Chen Yuan Xie S. Kung ViT 121 70 0 11 Aug 2022
Understanding Masked Image Modeling via Learning Occlusion Invariant Feature Xiangwen Kong Xiangyu Zhang SSL 73 54 0 08 Aug 2022
SLiDE: Self-supervised LiDAR De-snowing through Reconstruction Difficulty Gwangtak Bae Byungjun Kim Seongyong Ahn Jihong Min Inwook Shim 3DPC 69 11 0 08 Aug 2022
Contrastive Positive Mining for Unsupervised 3D Action Representation Learning Haoyuan Zhang Yonghong Hou Wenjing Zhang Wanqing Li SSL 47 42 0 06 Aug 2022
Metadata-enhanced contrastive learning from retinal optical coherence tomography images R. Holland Oliver Leingang Hrvoje Bogunović Sophie Riedl L. Fritsche ... U. Schmidt-Erfurth S. Sivaprasad A. Lotery Daniel Rueckert Martin J. Menten 74 9 0 04 Aug 2022
GPPF: A General Perception Pre-training Framework via Sparsely Activated Multi-Task Learning Benyuan Sun Jinqiao Dai Zihao Liang Cong Liu Yi Yang Bo Bai MoE 75 4 0 03 Aug 2022
Edge-Based Self-Supervision for Semi-Supervised Few-Shot Microscopy Image Cell Segmentation Youssef Dawoud Katharina Ernst G. Carneiro Vasileios Belagiannis SSL 17 3 0 03 Aug 2022
Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning Lu Zhang Lu Qi Xu Yang Hong Qiao Ming-Hsuan Yang Zhiyong Liu SSL 60 3 0 01 Aug 2022
MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild Y. Liu Wei Dai Chuanxu Feng Wenbin Wang Guanghao Yin Jiabei Zeng Shiguang Shan CVBM 63 68 0 01 Aug 2022
Revisiting the Critical Factors of Augmentation-Invariant Representation Learning Junqiang Huang Xiangwen Kong Xiangyu Zhang 45 6 0 30 Jul 2022
A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond Chaoning Zhang Chenshuang Zhang Junha Song John Seon Keun Yi Kang Zhang In So Kweon SSL 96 77 0 30 Jul 2022
Global-Local Self-Distillation for Visual Representation Learning Tim Lebailly Tinne Tuytelaars SSL 53 6 0 29 Jul 2022
SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation Yang Zou Jongheon Jeong Latha Pemula Dongqing Zhang Onkar Dabeer 110 312 0 28 Jul 2022
On the robustness of self-supervised representations for multi-view object classification David Torpey Richard Klein SSL 23 1 0 27 Jul 2022
Contrastive Masked Autoencoders are Stronger Vision Learners Zhicheng Huang Xiaojie Jin Cheng Lu Qibin Hou Mingg-Ming Cheng Dongmei Fu Xiaohui Shen Jiashi Feng 154 154 0 27 Jul 2022
Time to augment self-supervised visual representation learning A. Aubret M. Ernst Céline Teulière Jochen Triesch 69 10 0 27 Jul 2022
Deep Clustering with Features from Self-Supervised Pretraining Xingzhi Zhou N. Zhang ViT 3DPC SSL 37 11 0 27 Jul 2022
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 82 27 0 27 Jul 2022
Unsupervised Learning under Latent Label Shift Manley Roberts P. Mani Saurabh Garg Zachary Chase Lipton OOD 125 9 0 26 Jul 2022
Contextual Text Block Detection towards Scene Text Understanding Chuhui Xue Jiaxing Huang Shijian Lu Changhu Wang Song Bai 64 8 0 26 Jul 2022
Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Yingyi Chen Xiaoke Shen Yahui Liu Qinghua Tao Johan A. K. Suykens AAML ViT 83 24 0 25 Jul 2022
A Deep Dive into Deep Cluster Ahmad Mustapha Wael Khreich Wasim Masr SSL VLM 28 2 0 24 Jul 2022
Adaptive Soft Contrastive Learning Chen Feng Ioannis Patras SSL 83 20 0 22 Jul 2022
Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness Chaoning Zhang Kang Zhang Chenshuang Zhang Axi Niu Jiu Feng Chang D. Yoo In So Kweon SSL 96 25 0 22 Jul 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 64 80 0 20 Jul 2022
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning Huseyin Coskun Alireza Zareian Joshua L. Moore F. Tombari Chen Wang SSL 98 3 0 20 Jul 2022
Tailoring Self-Supervision for Supervised Learning WonJun Moon Ji-Hwan Kim Jae-Pil Heo SSL 55 10 0 20 Jul 2022
Feature Representation Learning for Unsupervised Cross-domain Image Retrieval Conghui Hu G. Lee 42 24 0 20 Jul 2022
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning Yuxiao Chen Long Zhao Jianbo Yuan Yu Tian Zhaoyang Xia Shijie Geng Ligong Han Dimitris N. Metaxas ViT 78 37 0 20 Jul 2022
Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations H. Malik Shahina Kunhimon Muzammal Naseer Salman Khan Fahad Shahbaz Khan AAML 55 8 0 18 Jul 2022
Semantic Novelty Detection via Relational Reasoning Francesco Cappio Borlino S. Bucci Tatiana Tommasi 75 4 0 18 Jul 2022
Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches Yuanzheng Ci Chen Lin Lei Bai Wanli Ouyang SSL 74 26 0 17 Jul 2022
Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation B. Felfeliyan A. Hareendranathan G. Kuntze David Cornell Nils D. Forkert Jacob L. Jaremko J. Ronsky 66 19 0 17 Jul 2022
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Yansong Tang Xingyu Liu Xumin Yu Danyang Zhang Jiwen Lu Jie Zhou 104 21 0 17 Jul 2022