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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
Unsupervised Object Localization with Representer Point Selection Yeonghwan Song Seokwoo Jang Dina Katabi Jeany Son 3DPC 62 3 0 08 Sep 2023
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning Hiroki Nakamura Masashi Okada T. Taniguchi SSL NAI 61 0 0 08 Sep 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tong Wang Zhaoxiang Zhang 80 21 0 07 Sep 2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 91 2 0 05 Sep 2023
Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation Jiajin Zhang Hanqing Chao Amit Dhurandhar Pin-Yu Chen A. Tajer Yangyang Xu Pingkun Yan 96 10 0 03 Sep 2023
RevColV2: Exploring Disentangled Representations in Masked Image Modeling Qi Han Yuxuan Cai Xiangyu Zhang 119 7 0 02 Sep 2023
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis T. Vuong J. T. Kwak 73 6 0 31 Aug 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning Kyungeun Lee Jaeill Kim Suhyun Kang Wonjong Rhee SSL 82 2 0 30 Aug 2023
DISGO: Automatic End-to-End Evaluation for Scene Text OCR M. Hwang Yangyang Shi Ankit Ramchandani Guan Pang Praveen Krishnan Lucas Kabela Frank Seide Samyak Datta Jing Liu 49 2 0 25 Aug 2023
Masked Autoencoders are Efficient Class Incremental Learners Jiang-Tian Zhai Xialei Liu Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 63 15 0 24 Aug 2023
MOFO: MOtion FOcused Self-Supervision for Video Understanding Mona Ahmadian Frank Guerin Andrew Gilbert 74 2 0 23 Aug 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng Li FaML AI4TS 98 2 0 23 Aug 2023
A Survey on Self-Supervised Representation Learning Tobias Uelwer Jan Robine Stefan Sylvius Wagner Marc Höftmann Eric Upschulte S. Konietzny Maike Behrendt Stefan Harmeling SSL AI4TS OOD 133 12 0 22 Aug 2023
CAME: Contrastive Automated Model Evaluation Ru Peng Qiuyang Duan Haobo Wang Jiachen Ma Yanbo Jiang Yongjun Tu Xiu Jiang Jiaqi Zhao ELM 76 5 0 22 Aug 2023
DomainAdaptor: A Novel Approach to Test-time Adaptation Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD TTA 88 17 0 20 Aug 2023
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks Xin Ding Yongwei Wang Zuheng Xu 97 1 0 20 Aug 2023
Unilaterally Aggregated Contrastive Learning with Hierarchical Augmentation for Anomaly Detection Guodong Wang Yun Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 66 4 0 20 Aug 2023
Scalable Video Object Segmentation with Simplified Framework Qiangqiang Wu Tianyu Yang WU Wei Antoni B. Chan VOS 80 26 0 19 Aug 2023
Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment Ji Zhang Xiao-Jun Wu Zhi-Qi Cheng Qin He Wei Li 76 5 0 16 Aug 2023
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations Yuewei Yang Hai Helen Li Yiran Chen CML OOD 98 1 0 16 Aug 2023
pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems Momojit Biswas Himanshu Buckchash Dilip K. Prasad SSL 104 8 0 14 Aug 2023
Fine-Grained Self-Supervised Learning with Jigsaw Puzzles for Medical Image Classification Wongi Park Jongbin Ryu SSL 71 9 0 10 Aug 2023
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation Kaixin Cai Pengzhen Ren Yi Zhu Hang Xu Jian-zhuo Liu Changlin Li Guangrun Wang Xiaodan Liang VLM 81 15 0 09 Aug 2023
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction Izzeddin Teeti Rongali Sai Bhargav Vivek Singh Andrew Bradley Biplab Banerjee Fabio Cuzzolin 61 3 0 08 Aug 2023
Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining Bidur Khanal Binod Bhattarai Bishesh Khanal Cristian A. Linte NoLa 94 8 0 08 Aug 2023
Part-Aware Transformer for Generalizable Person Re-identification Hao Ni Yuke Li Lianli Gao Hengtao Shen Jingkuan Song OOD ViT 127 42 0 07 Aug 2023
Dynamically Scaled Temperature in Self-Supervised Contrastive Learning Siladittya Manna Soumitri Chattopadhyay Rakesh Dey Saumik Bhattacharya Umapada Pal 76 3 0 02 Aug 2023
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training Jeya Maria Jose Valanarasu Yucheng Tang Dong Yang Ziyue Xu Can Zhao ... Vishal M. Patel Bennett Landman Daguang Xu Yufan He V. Nath MedIm 73 13 0 31 Jul 2023
Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? Prakash Chandra Chhipa Johan Rodahl Holmgren Kanjar De Rajkumar Saini Marcus Liwicki SSL OOD 87 6 0 31 Jul 2023
Mixture of Self-Supervised Learning Aristo Renaldo Ruslim N. Yudistira B. Setiawan SSL 29 0 0 27 Jul 2023
vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical Images M. Goncharov Vera Soboleva Anvar Kurmukov Maxim Pisov Mikhail Belyaev SSL 69 10 0 27 Jul 2023
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning Cheng Han Qifan Wang Yiming Cui Zhiwen Cao Wenguan Wang Siyuan Qi Dongfang Liu VPVLM VLM 90 55 0 25 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 100 5 0 25 Jul 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis Hao Tang Guolei Sun N. Sebe Luc Van Gool GAN 101 12 0 22 Jul 2023
MASR: Multi-label Aware Speech Representation Anjali Raj Shikhar Bharadwaj Sriram Ganapathy Min Ma Shikhar Vashishth SSL 43 0 0 20 Jul 2023
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments Spyros Gidaris Andrei Bursuc Oriane Siméoni Antonín Vobecký N. Komodakis Matthieu Cord Patrick Pérez SSL ViT 61 3 0 18 Jul 2023
Diffusion Models Beat GANs on Image Classification Soumik Mukhopadhyay M. Gwilliam Vatsal Agarwal Namitha Padmanabhan A. Swaminathan Srinidhi Hegde Dinesh Manocha Abhinav Shrivastava DiffM 163 48 1 17 Jul 2023
Learning to Count without Annotations Lukas Knobel Tengda Han Yuki M. Asano SSL 88 2 0 17 Jul 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models Daiqing Li Huan Ling Amlan Kar David Acuna Seung Wook Kim Karsten Kreis Antonio Torralba Sanja Fidler VLM DiffM 79 29 0 14 Jul 2023
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning Yasar Abbas Ur Rehman Yan Gao Pedro Gusmão Mina Alibeigi Jiajun Shen Nicholas D. Lane FedML 88 19 0 14 Jul 2023
Deep Unsupervised Learning Using Spike-Timing-Dependent Plasticity Sen Lu Abhronil Sengupta BDL 121 7 0 08 Jul 2023
S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning Jaya Kalla Soma Biswas CLL 62 39 0 05 Jul 2023
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals Yun-Hao Bai Xintao Wang Yanpei Cao Yixiao Ge Chun Yuan Ying Shan DiffM 82 57 0 29 Jun 2023
MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset Guotai Wang Jianghao Wu Xiangde Luo Xinglong Liu Kang Li Shaoting Zhang 77 28 0 29 Jun 2023
Multi-network Contrastive Learning Based on Global and Local Representations Weiquan Li Xianzhong Long Yun Li SSL 52 0 0 28 Jun 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition Chengkai Hou Jieyu Zhang Hong Wang Dinesh Manocha 78 24 0 28 Jun 2023
A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery Xin Zhang Liangxiu Han SSL 92 3 0 27 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 93 3 0 26 Jun 2023
Learning with Difference Attention for Visually Grounded Self-supervised Representations Aishwarya Agarwal Srikrishna Karanam Balaji Vasan Srinivasan 81 1 0 26 Jun 2023
ALP: Action-Aware Embodied Learning for Perception Xinran Liang Anthony Han Wilson Yan Aditi Raghunathan Pieter Abbeel VLM 87 1 0 16 Jun 2023