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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
EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning Jongsuk Kim Hyeongkeun Lee Kyeongha Rho Junmo Kim Joon Son Chung 59 6 0 14 Mar 2024
Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari 100 0 0 12 Mar 2024
SIRST-5K: Exploring Massive Negatives Synthesis with Self-supervised Learning for Robust Infrared Small Target Detection Yahao Lu Yu-Hsiang Lin Han Wu Xiaoyu Xian Yukai Shi Liang Lin 72 8 0 08 Mar 2024
Denoising Autoregressive Representation Learning Yazhe Li J. Bornschein Ting Chen DiffM 84 4 0 08 Mar 2024
Membership Information Leakage in Federated Contrastive Learning Kongyang Chen Wenfeng Wang Zixin Wang Wangjun Zhang Zhipeng Li Yao Huang FedML 95 1 0 06 Mar 2024
Learning Group Activity Features Through Person Attribute Prediction Chihiro Nakatani Hiroaki Kawashima Norimichi Ukita 71 0 0 05 Mar 2024
SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting Hoon Kim Minje Jang Wonjun Yoon Jisoo Lee Donghyun Na Sanghyun Woo AI4CE 108 24 0 29 Feb 2024
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning Wuyang Chen Jialin Song Pu Ren Shashank Subramanian Dmitriy Morozov Michael W. Mahoney AI4CE 119 12 0 24 Feb 2024
DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learning David Torpey Richard Klein SSL 68 2 0 23 Feb 2024
The Common Stability Mechanism behind most Self-Supervised Learning Approaches Abhishek Jha Matthew B. Blaschko Yuki M. Asano Tinne Tuytelaars SSL 38 3 0 22 Feb 2024
Multi-organ Self-supervised Contrastive Learning for Breast Lesion Segmentation Hugo Figueiras Helena Aidos Nuno C. Garcia SSL 32 0 0 21 Feb 2024
Simple and Effective Transfer Learning for Neuro-Symbolic Integration Alessandro Daniele Tommaso Campari Sagar Malhotra Luciano Serafini 98 1 0 21 Feb 2024
Scalable Methods for Brick Kiln Detection and Compliance Monitoring from Satellite Imagery: A Deployment Case Study in India Rishabh Mondal Zeel B Patel Vannsh Jani Nipun Batra 74 2 0 21 Feb 2024
Unsupervised learning based object detection using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari SSL 81 1 0 21 Feb 2024
VideoPrism: A Foundational Visual Encoder for Video Understanding Long Zhao N. B. Gundavarapu Liangzhe Yuan Hao Zhou Shen Yan ... Huisheng Wang Hartwig Adam Mikhail Sirotenko Ting Liu Boqing Gong VGen 123 36 0 20 Feb 2024
SInViG: A Self-Evolving Interactive Visual Agent for Human-Robot Interaction Jie Xu Hanbo Zhang Xinghang Li Huaping Liu Xuguang Lan Tao Kong LM&Ro 95 3 0 19 Feb 2024
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering Peijie Sun Le Wu Kun Zhang Xiangzhi Chen Mengdi Wang 62 21 0 18 Feb 2024
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training Jian Wang Xin Yang X. Jia Wufeng Xue Rusi Chen ... Lian Liu Yan Cao Jianqiao Zhou Dong Ni Ning Gu 82 5 0 18 Feb 2024
Revisiting Feature Prediction for Learning Visual Representations from Video Adrien Bardes Q. Garrido Jean Ponce Xinlei Chen Michael G. Rabbat Yann LeCun Mahmoud Assran Nicolas Ballas MDE VLM 155 87 0 15 Feb 2024
MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding Hai-Tao Yu Mofei Song 3DPC 52 9 0 15 Feb 2024
DeepATLAS: One-Shot Localization for Biomedical Data Peter D. Chang 49 0 0 14 Feb 2024
Affine transformation estimation improves visual self-supervised learning David Torpey Richard Klein SSL 38 1 0 14 Feb 2024
Learning Contrastive Feature Representations for Facial Action Unit Detection Ziqiao Shang Bin Liu Fengmao Lv Fei Teng Tian-Jie Li 108 1 0 09 Feb 2024
SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training? Hasan Hammoud Hani Itani Fabio Pizzati Philip Torr Adel Bibi Guohao Li CLIP VLM 224 38 0 02 Feb 2024
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI Alexander Oberstrass Sascha E. A. Muenzing Meiqi Niu N. Palomero-Gallagher Christian Schiffer M. Axer Katrin Amunts Timo Dickscheid 94 4 0 30 Jan 2024
Spatial Structure Constraints for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Xing-Rui Huang Zechao Li Liqiang Nie Jinhui Tang 55 19 0 20 Jan 2024
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation Vandan Gorade Sparsh Mittal Debesh Jha Rekha Singhal Ulas Bagci 93 3 0 18 Jan 2024
Scalable Pre-training of Large Autoregressive Image Models Alaaeldin El-Nouby Michal Klein Shuangfei Zhai Miguel Angel Bautista Alexander Toshev Vaishaal Shankar J. Susskind Armand Joulin VLM 105 80 0 16 Jan 2024
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets? Bidur Khanal Binod Bhattarai Bishesh Khanal Cristian A. Linte NoLa 50 1 0 15 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 163 1 0 15 Jan 2024
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing Jaeill Kim Duhun Hwang Eunjung Lee Jangwon Suh Jimyeong Kim Wonjong Rhee 51 0 0 11 Jan 2024
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image Jiayuan Tian Jie Lei Jiaqing Zhang Weiying Xie Yunsong Li 65 12 0 10 Jan 2024
Generic Knowledge Boosted Pre-training For Remote Sensing Images Ziyue Huang Mingming Zhang Yuan Gong Qingjie Liu Yunhong Wang VLM 78 15 0 09 Jan 2024
Self-supervised Learning for Electroencephalogram: A Systematic Survey Weining Weng Yang Gu Shuai Guo Yuan Ma Zhaohua Yang Yuchen Liu Yiqiang Chen 87 12 0 09 Jan 2024
Enhancing Context Through Contrast Kshitij Ambilduke Aneesh Shetye Diksha Bagade Rishika Bhagwatkar Khurshed Fitter P. Vagdargi Shital S. Chiddarwar 67 0 0 06 Jan 2024
Masked Modeling for Self-supervised Representation Learning on Vision and Beyond Siyuan Li Luyuan Zhang Zedong Wang Di Wu Lirong Wu ... Jun Xia Cheng Tan Yang Liu Baigui Sun Stan Z. Li SSL 110 15 0 31 Dec 2023
Learning Vision from Models Rivals Learning Vision from Data Yonglong Tian Lijie Fan Kaifeng Chen Dina Katabi Dilip Krishnan Phillip Isola 108 51 0 28 Dec 2023
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T. Emre A. Chakravarty Antoine Rivail Dmitrii Lachinov Oliver Leingang ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 71 3 0 28 Dec 2023
Learning to Embed Time Series Patches Independently Seunghan Lee Taeyoung Park Kibok Lee SSL AI4TS 95 31 0 27 Dec 2023
Soft Contrastive Learning for Time Series Seunghan Lee Taeyoung Park Kibok Lee AI4TS 106 23 0 27 Dec 2023
Exploiting the capacity of deep networks only at training stage for nonlinear black-box system identification V. M. Eivaghi M. A. Shoorehdeli 71 0 0 26 Dec 2023
Bootstrap Masked Visual Modeling via Hard Patches Mining Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tiancai Wang Xiangyu Zhang Zhaoxiang Zhang 81 5 0 21 Dec 2023
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios Wenhao Ding Yulong Cao Ding Zhao Chaowei Xiao Marco Pavone 82 28 0 19 Dec 2023
Zero-shot Building Attribute Extraction from Large-Scale Vision and Language Models Fei Pan Sangryul Jeon Brian Wang Frank Mckenna Stella X. Yu 175 2 0 19 Dec 2023
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning Kaiyou Song Shan Zhang Tong Wang VLM 81 2 0 16 Dec 2023
Imitate the Good and Avoid the Bad: An Incremental Approach to Safe Reinforcement Learning Huy Hoang Tien Mai Pradeep Varakantham 92 8 0 16 Dec 2023
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classification Sergio Kazatzidis S. Mehrkanoon AI4TS 99 1 0 15 Dec 2023
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking Shengsheng Qian Yifei Wang Dizhan Xue Shengjie Zhang Huaiwen Zhang Changsheng Xu AAML 83 1 0 13 Dec 2023
Contextually Affinitive Neighborhood Refinery for Deep Clustering Chunlin Yu Ye-ling Shi Jingya Wang 98 7 0 12 Dec 2023
Counterfactual World Modeling for Physical Dynamics Understanding Rahul Venkatesh Honglin Chen Kevin T. Feigelis Daniel M. Bear Khaled Jedoui ... Wanhee Lee Sherry Liu Kevin A. Smith Judith E. Fan Daniel L. K. Yamins VGen 85 2 0 11 Dec 2023