Unsupervised Representation Learning by Predicting Image Rotations

21 March 2018

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Papers citing "Unsupervised Representation Learning by Predicting Image Rotations"

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Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 446 2 0 04 Dec 2024
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Adaptive Deviation Learning for Visual Anomaly Detection with Data ContaminationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Anindya Sundar Das Guansong Pang M. Bhuyan 178 3 0 14 Nov 2024
Understanding the Role of Equivariance in Self-supervised LearningNeural Information Processing Systems (NeurIPS), 2024 Yifei Wang Kaiwen Hu Sharut Gupta Ziyu Ye Yisen Wang Stefanie Jegelka SSL 258 6 0 10 Nov 2024
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot LearningNeural Information Processing Systems (NeurIPS), 2024 Fei Zhou Peng Wang Lei Zhang Zhaoyu Chen Wei Wei Chen Ding Guosheng Lin Yanning Zhang 242 6 0 03 Nov 2024
Denoising Diffusion Models for Anomaly Localization in Medical Images Cosmin I. Bercea P. Cattin Julia A. Schnabel J. Wolleb MedIm DiffM 298 1 0 31 Oct 2024
ReMix: Training Generalized Person Re-identification on a Mixture of DataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Timur Mamedov Anton Konushin Vadim Konushin 168 8 0 29 Oct 2024
Historical Test-time Prompt Tuning for Vision Foundation ModelsNeural Information Processing Systems (NeurIPS), 2024 Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 275 16 0 27 Oct 2024
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Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond Pengwei Liang Junjun Jiang Qing Ma Xianming Liu Jiayi Ma 180 5 0 16 Oct 2024
Locality Alignment Improves Vision-Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Ian Covert Tony Sun James Zou Tatsunori Hashimoto VLM 497 11 0 14 Oct 2024
An Efficient Contrastive Unimodal Pretraining Method for EHR Time Series Data Ryan N. King Shivesh Kodali Conrad Krueger Tianbao Yang Bobak J. Mortazavi AI4TS 166 2 0 11 Oct 2024
Calibrated Cache Model for Few-Shot Vision-Language Model Adaptation Kun Ding Qiang Yu Haojian Zhang Gaofeng Meng Shiming Xiang VLM 169 2 0 11 Oct 2024
A foundation model for generalizable disease diagnosis in chest X-ray images Lijian Xu Ziyu Ni Hao Sun Jiaming Song Shaoting Zhang LM&MA MedIm 166 1 0 11 Oct 2024
SimO Loss: Anchor-Free Contrastive Loss for Fine-Grained Supervised Contrastive Learning Taha Bouhsine Imad El Aaroussi Atik Faysal Wang Huaxia 238 1 0 07 Oct 2024
Decorrelation-based Self-Supervised Visual Representation Learning for Writer Identification Arkadip Maitra Shree Mitra Siladittya Manna Saumik Bhattacharya Umapada Pal SSL 162 0 0 02 Oct 2024
Denoising with a Joint-Embedding Predictive ArchitectureInternational Conference on Learning Representations (ICLR), 2024 Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 421 4 0 02 Oct 2024
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRIAsian Conference on Computer Vision (ACCV), 2024 Jonghun Kim Mansu Kim Hyunjin Park MedIm ViT 111 1 0 01 Oct 2024
UniEmoX: Cross-modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion PerceptionIEEE Transactions on Image Processing (TIP), 2024 Chuang Chen Xingwu Sun Zhi Liu 340 1 0 27 Sep 2024
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Cameron Taylor Vassilis Vassiliades C. Dovrolis CLL 268 1 0 24 Sep 2024
ViKL: A Mammography Interpretation Framework via Multimodal Aggregation of Visual-knowledge-linguistic Features Xin Wei Yaling Tao Changde Du Gangming Zhao Yizhou Yu Jinpeng Li 186 0 0 24 Sep 2024
Point-PNG: Conditional Pseudo-Negatives Generation for Point Cloud Pre-Training Sutharsan Mahendren Saimunur Rahman Piotr Koniusz Tharindu Fernando Sridha Sridharan Clinton Fookes Peyman Moghadam 3DPC 289 0 0 24 Sep 2024
ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised LearningIEEE International Conference on Electronics, Computing and Communication Technologies (ICECCT), 2024 Pranav Gupta Raunak Sharma Rashmi Kumari Sri Krishna Aditya Shwetank Choudhary Sumit Kumar Kanchana M Thilagavathy R 114 1 0 21 Sep 2024
Context-Aware Predictive Coding: A Representation Learning Framework for WiFi SensingIEEE Open Journal of the Communications Society (OJ-COMSOC), 2024 B. Barahimi Hina Tabassum M. Omer Omer Waqar SSL 122 2 0 16 Sep 2024
Frequency-Guided Masking for Enhanced Vision Self-Supervised LearningInternational Conference on Learning Representations (ICLR), 2024 Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 240 4 0 16 Sep 2024
Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation Li Yu Hongchao Zhong Longkun Zou Ke Chen Pan Gao 3DPC 134 1 0 11 Sep 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene UnderstandingNeural Information Processing Systems (NeurIPS), 2024 Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-Xiong Wang 448 30 0 05 Sep 2024
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Leveraging Superfluous Information in Contrastive Representation Learning Xuechu Yu SSL 135 3 0 19 Aug 2024
Unsupervised Part Discovery via Dual Representation AlignmentIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Jiahao Xia Wenjian Huang Min Xu Jianguo Zhang Haimin Zhang Ziyu Sheng Dong Xu 171 1 0 15 Aug 2024
SpectralEarth: Training Hyperspectral Foundation Models at ScaleIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024 Nassim Ait Ali Braham C. Albrecht Julien Mairal J. Chanussot Yi Wang X. Zhu 225 28 0 15 Aug 2024
Class-aware and Augmentation-free Contrastive Learning from Label Proportion Jialiang Wang Ning Zhang Hanmo Liu Ruidong Wang Lei Chen 122 0 0 13 Aug 2024
Masked Image Modeling: A SurveyInternational Journal of Computer Vision (IJCV), 2024 Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu Andrii Zadaianchuk 397 15 0 13 Aug 2024
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental LearningBritish Machine Vision Conference (BMVC), 2024 Jayateja Kalla Soma Biswas SSL 156 1 0 08 Aug 2024
Weakly Contrastive Learning via Batch Instance Discrimination and Feature Clustering for Small Sample SAR ATRIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Yikui Zhai Wenlve Zhou Bing Sun Jingwen Li Qirui Ke ... Junying Gan Chaoyun Mai R. D. Labati Vincenzo Piuri F. Scotti 166 22 0 07 Aug 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 257 2 0 06 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image RestorationEuropean Conference on Computer Vision (ECCV), 2024 Donwon Park Leixian Shen Se Young Chun 264 4 0 02 Aug 2024
Scaling Backwards: Minimal Synthetic Pre-training?European Conference on Computer Vision (ECCV), 2024 Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 174 6 0 01 Aug 2024
Dense Self-Supervised Learning for Medical Image SegmentationInternational Conference on Medical Imaging with Deep Learning (MIDL), 2024 Maxime Seince Loic Le Folgoc Luiz Augusto Facury de Souza Elsa Angelini SSL 190 2 0 29 Jul 2024
Improving 2D Feature Representations by 3D-Aware Fine-TuningEuropean Conference on Computer Vision (ECCV), 2024 Yuanwen Yue Anurag Das Francis Engelmann Siyu Tang J. E. Lenssen 229 49 0 29 Jul 2024
Self-Supervised Learning for Text Recognition: A Critical SurveyInternational Journal of Computer Vision (IJCV), 2024 Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 319 4 0 29 Jul 2024
SIGMA:Sinkhorn-Guided Masked Video Modeling Mohammadreza Salehi Michael Dorkenwald Fida Mohammad Thoker E. Gavves Cees G. M. Snoek Yuki M. Asano 229 14 0 22 Jul 2024