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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
Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data Jiahan Zhang Qinglai Wei Feng Liu Lei Feng VLM 86 12 0 15 Jun 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 100 3 0 15 Jun 2024
SSTFB: Leveraging self-supervised pretext learning and temporal self-attention with feature branching for real-time video polyp segmentation Ziang Xu J. Rittscher Sharib Ali 82 1 0 14 Jun 2024
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning Chaoqin Huang Haoyan Guan Aofan Jiang Yanfeng Wang Michael W. Spratling Xinchao Wang Ya Zhang 138 0 0 13 Jun 2024
Strategies for Pretraining Neural Operators Anthony Zhou Cooper Lorsung AmirPouya Hemmasian Amir Barati Farimani AI4CE 94 6 0 12 Jun 2024
Visual Representation Learning with Stochastic Frame Prediction Huiwon Jang Dongyoung Kim Junsu Kim Jinwoo Shin Pieter Abbeel Younggyo Seo 90 3 0 11 Jun 2024
ProFeAT: Projected Feature Adversarial Training for Self-Supervised Learning of Robust Representations Sravanti Addepalli Priyam Dey R. Venkatesh Babu 91 0 0 09 Jun 2024
The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning Dulhan Jayalath Gilad Landau Brendan Shillingford M. Woolrich Oiwi Parker Jones SSL 135 7 0 06 Jun 2024
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation Chun-Hung Wu Shih-Hong Chen Chih-Yao Hu Hsin-Yu Wu Kai-Hsin Chen Yu-You Chen Chih-Hai Su Chih-Kuo Lee Yu-Lun Liu 172 2 0 03 Jun 2024
Self-degraded contrastive domain adaptation for industrial fault diagnosis with bi-imbalanced data Gecheng Chen Zeyu Yang Chengwen Luo Jian-qiang Li 103 1 0 31 May 2024
MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Language Recognition Weichao Zhao Hezhen Hu Wen-gang Zhou Yunyao Mao Min Wang Houqiang Li SLR 83 10 0 31 May 2024
Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images Krishnakant Singh Thanush Navaratnam Jannik Holmer Simone Schaub-Meyer Stefan Roth DiffM 99 21 0 30 May 2024
LetsMap: Unsupervised Representation Learning for Semantic BEV Mapping Nikhil Gosala Kürsat Petek B. R. Kiran S. Yogamani Paulo L. J. Drews-Jr Wolfram Burgard Abhinav Valada SSL 117 0 0 29 May 2024
SCE-MAE: Selective Correspondence Enhancement with Masked Autoencoder for Self-Supervised Landmark Estimation Kejia Yin Varshanth R. Rao R. Jiang Xudong Liu P. Aarabi David B. Lindell 104 0 0 28 May 2024
A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning Abdulaziz Almuzairee Nicklas Hansen Henrik I. Christensen 77 7 0 27 May 2024
Retro: Reusing teacher projection head for efficient embedding distillation on Lightweight Models via Self-supervised Learning Khanh-Binh Nguyen Chae Jung Park 76 0 0 24 May 2024
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks Omar Moured Jiaming Zhang M. Sarfraz Rainer Stiefelhagen 60 3 0 22 May 2024
DINO as a von Mises-Fisher mixture model Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 90 12 0 17 May 2024
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks Pavan Kumar Anasosalu Vasu Hadi Pouransari Fartash Faghri Oncel Tuzel VLM CLIP 108 6 0 14 May 2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning Wenjin Zhang Keyi Li Sen Yang Chenyang Gao Wanzhao Yang Sifan Yuan I. Marsic 66 1 0 10 May 2024
Continuous max-flow augmentation of self-supervised few-shot learning on SPECT left ventricles Ádám István Szücs Béla Kári Oszkár Pártos 44 1 0 09 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 123 1 0 08 May 2024
JOSENet: A Joint Stream Embedding Network for Violence Detection in Surveillance Videos Pietro Nardelli Danilo Comminiello 74 1 0 05 May 2024
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts Han Cui A. D. Goyeneche Efrat Shimron Boyuan Ma Michael Lustig 109 0 0 01 May 2024
Masked Multi-Query Slot Attention for Unsupervised Object Discovery Rishav Pramanik José-Fabian Villa-Vásquez M. Pedersoli OCL 120 0 0 30 Apr 2024
On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning Yunhao Cao Jianxin Wu 70 0 0 30 Apr 2024
Made to Order: Discovering monotonic temporal changes via self-supervised video ordering Charig Yang Weidi Xie Andrew Zisserman 82 2 0 25 Apr 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn Nikita Araslanov Simone Schaub-Meyer Stefan Roth 3DPC 79 4 0 25 Apr 2024
A Large-scale Medical Visual Task Adaptation Benchmark Shentong Mo Xufang Luo Yansen Wang Dongsheng Li MedIm 59 2 0 19 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 113 1 0 18 Apr 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 207 2 0 17 Apr 2024
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition Marah Halawa Florian Blume Pia Bideau Martin Maier Rasha Abdel Rahman Olaf Hellwich CVBM 64 2 0 16 Apr 2024
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation Mattia Litrico Davide Talon Sebastiano Battiato Alessio Del Bue M. Giuffrida Pietro Morerio UQCV 68 0 0 16 Apr 2024
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Shruthi Gowda Elahe Arani Bahram Zonooz 111 1 0 15 Apr 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu 126 29 0 12 Apr 2024
Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers Jinyang Liu Wondmgezahu Teshome S. Ghimire Octavia Camps Mario Sznaier DiffM 74 2 0 10 Apr 2024
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery Sai Bhargav Rongali Sarthak Mehrotra Ankit Jha C. MohamadHassanN Shirsha Bose Tanisha Gupta Mainak Singha Biplab Banerjee 93 2 0 08 Apr 2024
Order-Based Pre-training Strategies for Procedural Text Understanding Abhilash Nandy Yash Kulkarni Pawan Goyal Niloy Ganguly 126 4 0 06 Apr 2024
Adapting to Length Shift: FlexiLength Network for Trajectory Prediction Yi Tian Xu Yun Fu 94 12 0 31 Mar 2024
The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation Ozgu Goksu Nicolas Pugeault SSL 64 0 0 28 Mar 2024
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders Alexandre Eymaël Renaud Vandeghen A. Cioppa Silvio Giancola Guohao Li Marc Van Droogenbroeck ViT 75 8 0 26 Mar 2024
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes Tianwei Zhang Dong Wei Mengmeng Zhua Shi Gu Yefeng Zheng SSL 65 0 0 25 Mar 2024
Pose-Guided Self-Training with Two-Stage Clustering for Unsupervised Landmark Discovery Siddharth Tourani Ahmed Alwheibi Arif Mahmood Muhammad Haris Khan DiffM 83 2 0 24 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Philip Torr Adel Bibi Guohao Li 153 3 0 20 Mar 2024
Emotic Masked Autoencoder with Attention Fusion for Facial Expression Recognition Bach Nguyen-Xuan Thien-Phuc Nguyen-Hoang Thanh-Huy Nguyen Nhu Tai-Do 68 4 0 19 Mar 2024
FaceXFormer: A Unified Transformer for Facial Analysis Kartik Narayan VS Vibashan Rama Chellappa Vishal M. Patel ViT 138 13 0 19 Mar 2024
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Ali Karami Thi Kieu Khanh Ho Narges Armanfard DiffM 60 5 0 18 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning Xiaojie Li Yibo Yang Hefei Ling Jianlong Wu Yue Yu Guohao Li Min Zhang SSL 101 6 0 18 Mar 2024
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning Azad Singh Vandan Gorade Deepak Mishra SSL 65 2 0 18 Mar 2024
Self-supervised co-salient object detection via feature correspondence at multiple scales Souradeep Chakraborty Dimitris Samaras 73 4 0 17 Mar 2024