Transitive Invariance for Self-supervised Visual Representation Learning

9 August 2017

Papers citing "Transitive Invariance for Self-supervised Visual Representation Learning"

50 / 112 papers shown

Title
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation Aviv Slobodkin Hagai Taitelbaum Yonatan Bitton Brian Gordon Michal Sokolik ... Almog Gueta Royi Rassin Itay Laish Dani Lischinski Idan Szpektor EGVM VGen 43 0 0 24 Apr 2025
A Large-Scale Analysis on Contextual Self-Supervised Video Representation Learning Akash Kumar Ashlesha Kumar Vibhav Vineet Yogesh S Rawat SSL 277 0 0 08 Apr 2025
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos Rui Qian Shuangrui Ding Xian Liu Dahua Lin 34 14 0 19 Aug 2023
A Large-Scale Analysis on Self-Supervised Video Representation Learning Akash Kumar Ashlesha Kumar Vibhav Vineet Yogesh S Rawat SSL 34 3 0 09 Jun 2023
Self-Supervised Learning of Object Segmentation from Unlabeled RGB-D Videos Shiyang Lu Yunfu Deng Abdeslam Boularias Kostas Bekris VOS 29 0 0 09 Apr 2023
Diffusion Models as Masked Autoencoders Chen Wei K. Mangalam Po-Yao (Bernie) Huang Yanghao Li Haoqi Fan Hu Xu Huiyu Wang Cihang Xie Alan Yuille Christoph Feichtenhofer DiffM SyDa 36 48 0 06 Apr 2023
DPPMask: Masked Image Modeling with Determinantal Point Processes Junde Xu Zikai Lin Donghao Zhou Yao-Cheng Yang Xiangyun Liao Bian Wu Guangyong Chen Pheng-Ann Heng 31 1 0 13 Mar 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 36 130 0 13 Jan 2023
Semi-Supervised Semantic Segmentation Methods for UW-OCTA Diabetic Retinopathy Grade Assessment Zhuoyi Tan H. Madzin Zeyu Ding 23 4 0 27 Dec 2022
Local Manifold Augmentation for Multiview Semantic Consistency Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji 44 1 0 05 Nov 2022
EgoEnv: Human-centric environment representations from egocentric video Tushar Nagarajan Santhosh Kumar Ramakrishnan Ruta Desai James M. Hillis Kristen Grauman EgoV 45 19 0 22 Jul 2022
Pixel-level Correspondence for Self-Supervised Learning from Video Yash Sharma Yi Zhu Chris Russell Thomas Brox SSL 25 4 0 08 Jul 2022
Visual Pre-training for Navigation: What Can We Learn from Noise? Yanwei Wang Ching-Yun Ko Pulkit Agrawal SSL 40 6 0 30 Jun 2022
SERE: Exploring Feature Self-relation for Self-supervised Transformer Zhong-Yu Li Shanghua Gao Ming-Ming Cheng ViT MDE 34 14 0 10 Jun 2022
Analysis of Augmentations for Contrastive ECG Representation Learning S. Soltanieh Ali Etemad J. Hashemi SSL 24 19 0 30 May 2022
RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning Xiaojian Ma Weili Nie Zhiding Yu Huaizu Jiang Chaowei Xiao Yuke Zhu Song-Chun Zhu Anima Anandkumar ViT LRM 30 19 0 24 Apr 2022
SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition Victor Escorcia Ricardo Guerrero Xiatian Zhu Brais Martínez EgoV 30 9 0 10 Apr 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision Priya Goyal Quentin Duval Isaac Seessel Mathilde Caron Ishan Misra Levent Sagun Armand Joulin Piotr Bojanowski VLM SSL 28 110 0 16 Feb 2022
Progressive Video Summarization via Multimodal Self-supervised Learning Haopeng Li Qiuhong Ke Mingming Gong Tom Drummond AI4TS 39 18 0 07 Jan 2022
Facial-Sketch Synthesis: A New Challenge Deng-Ping Fan Ziling Huang Peng Zheng Hong Liu Xue Qin Luc Van Gool CVBM 33 34 0 31 Dec 2021
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 100 655 0 16 Dec 2021
Cross-modal Manifold Cutmix for Self-supervised Video Representation Learning Srijan Das Michael S. Ryoo SSL 26 0 0 07 Dec 2021
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 39 17 0 07 Dec 2021
PreViTS: Contrastive Pretraining with Video Tracking Supervision Brian Chen Ramprasaath R. Selvaraju Shih-Fu Chang Juan Carlos Niebles Nikhil Naik ViT 35 2 0 01 Dec 2021
Self-supervised Learning is More Robust to Dataset Imbalance Hong Liu Jeff Z. HaoChen Adrien Gaidon Tengyu Ma OOD SSL 43 157 0 11 Oct 2021
See Yourself in Others: Attending Multiple Tasks for Own Failure Detection Bo Sun Jiaxu Xing Hermann Blum Roland Siegwart Cesar Cadena 41 12 0 06 Oct 2021
Fully Self-Supervised Class Awareness in Dense Object Descriptors Denis Hadjivelichkov Dimitrios Kanoulas 21 8 0 05 Oct 2021
Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts Hong-Yu Zhou Chi-Ken Lu Sibei Yang Xiaoguang Han Yizhou Yu SSL CLL 63 86 0 09 Sep 2021
Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation Guan-Nan Dong Chi-Man Pun Zheng Zhang 21 4 0 07 Sep 2021
AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation Mingxiang Chen Z. Chang Hao Lu Bitao Yang Zhuang Li Liufang Guo Zhecheng Wang SSL 8 9 0 11 Jun 2021
Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency Haiping Wu Xiaolong Wang SSL 30 31 0 13 May 2021
Action Shuffling for Weakly Supervised Temporal Localization Xiaoyu Zhang Haichao Shi Changsheng Li Xinchu Shi WSOL 43 10 0 10 May 2021
Salient Objects in Clutter Deng-Ping Fan Jing Zhang Gang Xu Mingg-Ming Cheng Ling Shao 44 44 0 07 May 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning Christoph Feichtenhofer Haoqi Fan Bo Xiong Ross B. Girshick Kaiming He SSL AI4TS 39 257 0 29 Apr 2021
Mixed supervision for surface-defect detection: from weakly to fully supervised learning Jakob Bozic Domen Tabernik D. Skočaj 14 247 0 13 Apr 2021
Jigsaw Clustering for Unsupervised Visual Representation Learning Pengguang Chen Shu Liu Jiaya Jia SSL VLM 30 53 0 01 Apr 2021
Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning Dayu Tan Zheng Huang Xin Peng W. Zhong V. Mahalec 30 11 0 31 Mar 2021
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 39 33 0 09 Dec 2020
Self-EMD: Self-Supervised Object Detection without ImageNet Songtao Liu Zeming Li Jian Sun SSL ObjD 34 92 0 27 Nov 2020
A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs Juntao Tan Changkyu Song Abdeslam Boularias SSL 21 2 0 10 Nov 2020
MixCo: Mix-up Contrastive Learning for Visual Representation Sungnyun Kim Gihun Lee Sangmin Bae Seyoung Yun SSL 112 80 0 13 Oct 2020
Representation learning from videos in-the-wild: An object-centric approach Rob Romijnders Aravindh Mahendran Michael Tschannen Josip Djolonga Marvin Ritter N. Houlsby Mario Lucic OCL SSL 31 8 0 06 Oct 2020
What Should Not Be Contrastive in Contrastive Learning Tete Xiao Xiaolong Wang Alexei A. Efros Trevor Darrell SSL DRL 35 298 0 13 Aug 2020
Learning to Cluster under Domain Shift Willi Menapace Stéphane Lathuilière Elisa Ricci OOD 19 14 0 11 Aug 2020
Self-supervised Object Tracking with Cycle-consistent Siamese Networks Weihao Yuan M. Y. Wang Qifeng Chen 22 19 0 03 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 16 116 0 01 Aug 2020
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases Senthil Purushwalkam Abhinav Gupta SSL 31 213 0 28 Jul 2020
RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval Hung-Yu Tseng Hsin-Ying Lee Lu Jiang Ming-Hsuan Yang Weilong Yang DiffM 3DV 33 52 0 16 Jul 2020
CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions Zhongdao Wang Jingwei Zhang Liang Zheng Yixuan Liu Yifan Sun Yali Li Shengjin Wang 22 94 0 15 Jul 2020
Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations Hong-Yu Zhou Shuang Yu Cheng Bian Yifan Hu Kai Ma Yefeng Zheng SSL MedIm 29 104 0 15 Jul 2020