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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
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models You-Chen Liu Lingdong Kong Jun Cen Runnan Chen Wenwei Zhang Liang Pan Kai-xiang Chen Ziwei Liu 80 91 0 15 Jun 2023
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder Jiafan Zhuang Luyang Luo Hao Chen 88 11 0 15 Jun 2023
Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB Images Pan Pan Zhiwen Fan Brandon Yushan Feng Peihao Wang Chenxing Li Zhangyang Wang 136 19 0 13 Jun 2023
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training Lorenzo Baraldi Roberto Amoroso Marcella Cornia Lorenzo Baraldi Andrea Pilzer Rita Cucchiara 151 2 0 12 Jun 2023
No Free Lunch: The Hazards of Over-Expressive Representations in Anomaly Detection Tal Reiss Niv Cohen Yedid Hoshen UQCV 102 5 0 12 Jun 2023
Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation Yinda Chen Che Liu Wei-Ping Huang Sibo Cheng Rossella Arcucci Zhiwei Xiong VLM MedIm 70 50 0 07 Jun 2023
UniBoost: Unsupervised Unimodal Pre-training for Boosting Zero-shot Vision-Language Tasks Yanan Sun Zi-Qi Zhong Qi Fan Chi-Keung Tang Yu-Wing Tai VLM 68 4 0 07 Jun 2023
Label Aware Speech Representation Learning For Language Identification Shikhar Vashishth Shikhar Bharadwaj Sriram Ganapathy Ankur Bapna Min Ma Wei Han Vera Axelrod Partha P. Talukdar SSL 61 4 0 07 Jun 2023
Asymmetric Patch Sampling for Contrastive Learning Chen Shen Jianzhong Chen Shu Wang Hulin Kuang Jin Liu Jianxin Wang SSL 112 5 0 05 Jun 2023
HomE: Homography-Equivariant Video Representation Learning Anirudh Sriram Adrien Gaidon Jiajun Wu Juan Carlos Niebles L. Fei-Fei Ehsan Adeli SSL AI4TS 73 2 0 02 Jun 2023
Pedestrian Crossing Action Recognition and Trajectory Prediction with 3D Human Keypoints Jiachen Li Xin Shi Feiyu Chen Jonathan C. Stroud Zhishuai Zhang ... Jeonhyung Kang Khaled S. Refaat Weilong Yang Eugene Ie Congcong Li 88 14 0 01 Jun 2023
Exploring Open-Vocabulary Semantic Segmentation without Human Labels Jun Chen Deyao Zhu Guocheng Qian Guohao Li Zhicheng Yan Chenchen Zhu Fanyi Xiao Mohamed Elhoseiny Sean Culatana VLM 87 11 0 01 Jun 2023
SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis Ziang Xu J. Rittscher Sharib Ali 91 4 0 31 May 2023
Additional Positive Enables Better Representation Learning for Medical Images Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Jingtong Hu Yiyu Shi SSL 72 1 0 31 May 2023
Augmentation-aware Self-supervised Learning with Conditioned Projector Marcin Przewike'zlikowski Mateusz Pyla Bartosz Zieliñski Bartlomiej Twardowski Jacek Tabor Marek Śmieja SSL 93 3 0 31 May 2023
A Computational Account Of Self-Supervised Visual Learning From Egocentric Object Play Deepayan Sanyal Joel Michelson Yu’an Yang James Ainooson M. Kunda SSL OCL 35 3 0 30 May 2023
Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning Yu Wang Pengchong Qiao Chang-rui Liu Guoli Song Xiawu Zheng Jie Chen OODD 94 11 0 29 May 2023
SR-OOD: Out-of-Distribution Detection via Sample Repairing Ruiyong Sun Andi Zhang Haiming Zhang Jinke Ren Yao Zhu Ruimao Zhang Shuguang Cui Zhen Li OODD 74 1 0 26 May 2023
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning Zhe Huang B. Wessler M. C. Hughes 106 4 0 25 May 2023
Anomaly Detection with Conditioned Denoising Diffusion Models Arian Mousakhan Thomas Brox Jawad Tayyub DiffM 97 59 0 25 May 2023
Siamese Masked Autoencoders Agrim Gupta Jiajun Wu Jia Deng Li Fei-Fei 86 55 0 23 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 107 38 0 23 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations Kai Han Minsik Lee SSL 82 0 0 22 May 2023
From Patches to Objects: Exploiting Spatial Reasoning for Better Visual Representations Toni Albert Bjoern M. Eskofier Dario Zanca SSL 43 0 0 21 May 2023
Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions Fei Du Peng Yang Qi Jia Fengtao Nan Xiaoting Chen Yun Yang 73 51 0 15 May 2023
ChatGPT-Like Large-Scale Foundation Models for Prognostics and Health Management: A Survey and Roadmaps Yanfang Li Huan Wang Muxia Sun LM&MA AI4TS AI4CE 103 59 0 10 May 2023
DC3DCD: unsupervised learning for multiclass 3D point cloud change detection Iris de Gélis Sébastien Lefèvre Thomas Corpetti 3DPC 94 5 0 09 May 2023
MSVQ: Self-Supervised Learning with Multiple Sample Views and Queues Chengwei Peng Xianzhong Long Yun Li SSL 79 1 0 09 May 2023
Self-Supervised Learning for Point Clouds Data: A Survey Changyu Zeng Wei Wang A. Nguyen Yutao Yue 3DPC 84 0 0 09 May 2023
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding Hezhen Hu Weichao Zhao Wen-gang Zhou Houqiang Li ViT 95 74 0 08 May 2023
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning Lorenzo Bonicelli Matteo Boschini Emanuele Frascaroli Angelo Porrello M. Pennisi Giovanni Bellitto S. Palazzo C. Spampinato Simone Calderara CLL 60 3 0 05 May 2023
A vector quantized masked autoencoder for audiovisual speech emotion recognition Samir Sadok Simon Leglaive Renaud Séguier SSL 177 6 0 05 May 2023
Discovering the Effectiveness of Pre-Training in a Large-scale Car-sharing Platform Kyungchul Park Hyun-Kyo Chung 51 0 0 02 May 2023
Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI Yuheng Li Jacob F. Wynne Jing Wang Richard L. J. Qiu J. Roper ... A. Jani Tian Liu P. Patel H. Mao Xiaofeng Yang OOD ViT MedIm 89 11 0 30 Apr 2023
PVP: Pre-trained Visual Parameter-Efficient Tuning Zhao Song Ke Yang Naiyang Guan Junjie Zhu Peng Qiao Qingyong Hu VPVLM VLM 71 3 0 26 Apr 2023
Tissue Classification During Needle Insertion Using Self-Supervised Contrastive Learning and Optical Coherence Tomography Debayan Bhattacharya S. Latus F. Behrendt Florin Thimm D. Eggert C. Betz Alexander Schlaefer 21 0 0 26 Apr 2023
Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders Heng Pan Chenyang Liu Wenxiao Wang Liejie Yuan Hongfa Wang Zhifeng Li Wen Liu VLM 64 3 0 25 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 161 284 0 24 Apr 2023
eTag: Class-Incremental Learning with Embedding Distillation and Task-Oriented Generation Libo Huang Yan Zeng Chuanguang Yang Zhulin An Boyu Diao Yongjun Xu CLL 103 2 0 20 Apr 2023
Shuffle & Divide: Contrastive Learning for Long Text Joonseok Lee Seongho Joe Kyoungwon Park Bogun Kim Ho. Kang Jaeseon Park Youngjune Gwon 42 0 0 19 Apr 2023
ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision Seongho Joe Byoungjip Kim Ho. Kang Kyoungwon Park Bogun Kim Jaeseon Park Joonseok Lee Youngjune Gwon SSL 60 1 0 19 Apr 2023
Hyperbolic Image-Text Representations Karan Desai Maximilian Nickel Tanmay Rajpurohit Justin Johnson Ramakrishna Vedantam VLM 109 67 0 18 Apr 2023
Self-Supervised Learning from Non-Object Centric Images with a Geometric Transformation Sensitive Architecture Taeho Kim Jong-Min Lee 72 0 0 17 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 527 3,529 0 14 Apr 2023
Unicom: Universal and Compact Representation Learning for Image Retrieval Xiang An Jiankang Deng Kaicheng Yang Jaiwei Li Ziyong Feng Jia Guo Jing Yang Tongliang Liu VLM SSL 91 28 0 12 Apr 2023
Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning Nikhil Singh Chih-Wei Wu Iroro Orife Mahdi M. Kalayeh 110 2 0 12 Apr 2023
A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation Florian Bordes Samuel Lavoie Randall Balestriero Nicolas Ballas Pascal Vincent SSL 85 5 0 11 Apr 2023
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch Shengbang Tong Yubei Chen Yi Ma Yann LeCun 69 26 0 08 Apr 2023
Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation Xiangyi Yan Junayed Naushad Chenyu You Hao Tang Shanlin Sun Kun Han Haoyu Ma James Duncan Xiaohui Xie SSL 71 4 0 06 Apr 2023
Self-Supervised Video Similarity Learning Giorgos Kordopatis-Zilos Giorgos Tolias Christos Tzelepis I. Kompatsiaris Ioannis Patras Symeon Papadopoulos SSL 65 8 0 06 Apr 2023