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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
HCSC: Hierarchical Contrastive Selective Coding Yuanfan Guo Minghao Xu Jiawen Li Bingbing Ni Xuanyu Zhu Zhenbang Sun Yi Tian Xu 73 73 0 01 Feb 2022
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty Jaehoon Oh Sungnyun Kim Namgyu Ho Jin-Hwa Kim Hwanjun Song Se-Young Yun 65 38 0 01 Feb 2022
Self Semi Supervised Neural Architecture Search for Semantic Segmentation Loïc Pauletto Massih-Reza Amini Nicolas Winckler SSL SSeg 75 1 0 29 Jan 2022
Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification Feng Yang Yichao Cao Qifan Xue Shuai Jin Xuanpeng Li Weigong Zhang 3DPC 47 4 0 27 Jan 2022
Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images Peter Washington O. Mutlu A. Kline K. Paskov N. Stockham B. Chrisman Nick Deveaux Mourya Surhabi Nick Haber Dennis Paul Wall 72 11 0 26 Jan 2022
SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification Soumitri Chattopadhyay Siladittya Manna Saumik Bhattacharya Umapada Pal 75 23 0 25 Jan 2022
PT4AL: Using Self-Supervised Pretext Tasks for Active Learning J. S. K. Yi Min-seok Seo Jongchan Park Dong-Geol Choi SSL VLM 73 41 0 19 Jan 2022
TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning Linhao Qu Shaolei Liu Manning Wang Shiman Li Siqi Yin Qin Qiao Zhijian Song ViT SSL 29 22 0 19 Jan 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection A. Haliassos Rodrigo Mira Stavros Petridis Maja Pantic CVBM 121 132 0 18 Jan 2022
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation Kun Yuan Gerald Schaefer Yu-kun Lai Yifan Wang Xiyao Liu Lin Guan Hui Fang 50 1 0 18 Jan 2022
StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning Yupei Liu Jinyuan Jia Hongbin Liu Neil Zhenqiang Gong MIACV 90 26 0 15 Jan 2022
SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation K. Navaneet Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash 63 20 0 13 Jan 2022
SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data Xingye Li Ling Zhang Zhigang Zhu 3DPC 64 10 0 13 Jan 2022
Probabilistic spatial clustering based on the Self Discipline Learning (SDL) model of autonomous learning Zecang Gu Xiaoqiao Sun Yuan Sun Fuquan Zhang 22 0 0 07 Jan 2022
Progressive Video Summarization via Multimodal Self-supervised Learning Haopeng Li Qiuhong Ke Mingming Gong Tom Drummond AI4TS 64 19 0 07 Jan 2022
Self-Supervised Beat Tracking in Musical Signals with Polyphonic Contrastive Learning Dorian Desblancs SSL 79 2 0 05 Jan 2022
Self-supervised Learning from 100 Million Medical Images Florin-Cristian Ghesu Bogdan Georgescu Awais Mansoor Y. Yoo Dominik Neumann ... R. Vishwanath J. Balter Yue Cao Sasa Grbic Dorin Comaniciu SSL 109 51 0 04 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 146 63 0 03 Jan 2022
Representation Learning via Consistent Assignment of Views to Clusters T. Silva Adín Ramirez Rivera SSL 50 10 0 31 Dec 2021
Continually Learning Self-Supervised Representations with Projected Functional Regularization Alex Gomez-Villa Bartlomiej Twardowski Lu Yu Andrew D. Bagdanov Joost van de Weijer CLL SSL 96 40 0 30 Dec 2021
Cluster-guided Image Synthesis with Unconditional Models Markos Georgopoulos James Oldfield Grigorios G. Chrysos Yannis Panagakis GAN 82 6 0 24 Dec 2021
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach Kirill Sirotkin Marcos Escudero-Viñolo Pablo Carballeira Juan C. Sanmiguel SSL 60 7 0 22 Dec 2021
Barely-Supervised Learning: Semi-Supervised Learning with very few labeled images Thomas Lucas Philippe Weinzaepfel Grégory Rogez SSL 76 31 0 22 Dec 2021
Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment Weihang Dai Xuelong Li W. H. Chiu Michael D Kuo Kwang-Ting Cheng MedIm 78 22 0 22 Dec 2021
Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types Kihyuk Sohn Jinsung Yoon Chun-Liang Li Chen-Yu Lee Tomas Pfister 58 18 0 21 Dec 2021
Max-Margin Contrastive Learning Anshul B. Shah S. Sra Ramalingam Chellappa A. Cherian SSL 84 46 0 21 Dec 2021
Are Large-scale Datasets Necessary for Self-Supervised Pre-training? Alaaeldin El-Nouby Gautier Izacard Hugo Touvron Ivan Laptev Hervé Jégou Edouard Grave SSL 106 152 0 20 Dec 2021
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 83 134 0 17 Dec 2021
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier Yutong Xie Jianpeng Zhang Yong-quan Xia Qi Wu MedIm 138 64 0 17 Dec 2021
High Fidelity Visualization of What Your Self-Supervised Representation Knows About Florian Bordes Randall Balestriero Pascal Vincent DiffM 109 65 0 16 Dec 2021
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 190 674 0 16 Dec 2021
Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation Yujia Zhang L. Po Xuyuan Xu Mengyang Liu Yexin Wang Weifeng Ou Yuzhi Zhao Weikang Yu SSL AI4TS 74 17 0 16 Dec 2021
Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration Yu Wang Jingyang Lin Jingjing Zou Yingwei Pan Ting Yao Tao Mei OODD 123 12 0 15 Dec 2021
Semi-Supervised Contrastive Learning for Remote Sensing: Identifying Ancient Urbanization in the South Central Andes Jiachen Xu Junlin Guo James Zimmer-Dauphinee Quan Liu Yuxuan Shi Zuhayr Asad D. Mitchell Wilkes Parker VanValkenburgh Steven A. Wernke Yuankai Huo SSL 41 2 0 13 Dec 2021
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective Steven Euijong Whang Yuji Roh Hwanjun Song Jae-Gil Lee 83 351 0 13 Dec 2021
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification Lin Wan Qianyan Jing Zongyuan Sun Chuan Zhang Zhihang Li Yehansen Chen SSL 77 5 0 12 Dec 2021
Self-supervised Spatiotemporal Representation Learning by Exploiting Video Continuity Hanwen Liang N. Quader Zhixiang Chi Lizhe Chen Peng Dai Juwei Lu Yang Wang SSL AI4TS 90 31 0 11 Dec 2021
Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications Karin Stacke Jonas Unger Claes Lundström Gabriel Eilertsen OOD SSL 104 25 0 10 Dec 2021
Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision Liangzhe Yuan Rui Qian Huayu Chen Boqing Gong Florian Schroff Ming-Hsuan Yang Hartwig Adam Ting Liu AI4TS 105 16 0 09 Dec 2021
LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading Leyuan Qu C. Weber S. Wermter 77 23 0 09 Dec 2021
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang Bolei Zhou Hang Zhao 3DPC SSL 100 66 0 09 Dec 2021
Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning K. Navaneet Soroush Abbasi Koohpayegani Ajinkya Tejankar Kossar Pourahmadi Akshayvarun Subramanya Hamed Pirsiavash SSL 77 8 0 08 Dec 2021
On visual self-supervision and its effect on model robustness Michal Kucer Diane Oyen Garrett Kenyon AAML OOD 40 0 0 08 Dec 2021
Boosting Contrastive Learning with Relation Knowledge Distillation Kai Zheng Yuanjiang Wang Ye Yuan SSL 53 13 0 08 Dec 2021
Unsupervised Representation Learning via Neural Activation Coding Yookoon Park Sangho Lee Gunhee Kim David M. Blei SSL 68 8 0 07 Dec 2021
Cross-modal Manifold Cutmix for Self-supervised Video Representation Learning Srijan Das Michael S. Ryoo SSL 39 0 0 07 Dec 2021
BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models Narinder Singh Punn Sonali Agarwal SSL 77 39 0 07 Dec 2021
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Edoardo Arnaudo Fabio Cermelli A. Tavera Claudio Rossi Barbara Caputo CLL 53 9 0 07 Dec 2021
Time-Equivariant Contrastive Video Representation Learning Simon Jenni Hailin Jin SSL AI4TS 207 61 0 07 Dec 2021
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu Keze Wang Lingbo Liu Hao Lan Liang Lin SSL AI4TS 137 113 0 07 Dec 2021