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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Domain Feature Collapse: Implications for Out-of-Distribution Detection and Solutions Hong Yang Devroop Kar Qi Yu Alex Ororbia Travis J. Desell 120 0 0 03 Dec 2025
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Eigenfunction Extraction for Ordered Representation Learning Burak Varıcı Che-Ping Tsai Ritabrata Ray Nicholas M. Boffi Pradeep Ravikumar 104 0 0 28 Oct 2025
Revising Second Order Terms in Deep Animation Video Coding Konstantin Schmidt Thomas Richter VGen 84 0 0 27 Oct 2025
Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections B. U. Demirel Christian Holz AI4TS SSL 223 0 0 26 Oct 2025
SSL4RL: Revisiting Self-supervised Learning as Intrinsic Reward for Visual-Language Reasoning Xiaojun Guo Runyu Zhou Yifei Wang Qi Zhang Chenheng Zhang ... Xiaohan Wang Jiajun Chai Guojun Yin Wei Lin Y. Wang LRM VLM 136 2 0 18 Oct 2025
Understanding Self-supervised Contrastive Learning through Supervised Objectives Byeongchan Lee SSL 188 0 0 12 Oct 2025
Conditional Representation Learning for Customized Tasks Honglin Liu Chao Sun Peng Hu Yunfan Li Xi Peng 149 0 0 06 Oct 2025
Unsupervised Transformer Pre-Training for Images: Self-Distillation, Mean Teachers, and Random Crops Mattia Scardecchia ViT 157 0 0 04 Oct 2025
REALIGN: Regularized Procedure Alignment with Matching Video Embeddings via Partial Gromov-Wasserstein Optimal Transport Soumyadeep Chandra Kaushik Roy 101 0 0 29 Sep 2025
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Category Discovery: An Open-World Perspective Zhenqi He Yuanpei Liu Kai Han 238 1 0 26 Sep 2025
Dual-supervised Asymmetric Co-training for Semi-supervised Medical Domain GeneralizationIEEE transactions on multimedia (TMM), 2025 Jincai Song Haipeng Chen Jun Qin Na Zhao OOD 136 0 0 25 Sep 2025
DiSSECT: Structuring Transfer-Ready Medical Image Representations through Discrete Self-Supervision Azad Singh Deepak Mishra 85 0 0 23 Sep 2025
Global Minimizers of Sigmoid Contrastive Loss Kiril Bangachev Guy Bresler Iliyas Noman Yury Polyanskiy 149 0 0 23 Sep 2025
Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification Zinan Lin Enshu Liu Xuefei Ning Junyi Zhu Wenyu Wang Sergey Yekhanin AI4CE 229 0 0 19 Sep 2025
Leveraging Geometric Visual Illusions as Perceptual Inductive Biases for Vision Models Haobo Yang Minghao Guo Dequan Yang Wenyu Wang 100 0 0 18 Sep 2025
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning Huaiyuan Qin M. Yang Siyuan Hu Peng Hu Yu Zhang Chen Gong Hongyuan Zhu 167 0 0 14 Sep 2025
Semantic Concentration for Self-Supervised Dense Representations LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Peisong Wen Qianqian Xu Siran Dai Runmin Cong Qingming Huang 148 3 0 11 Sep 2025
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language ModelsIEEE journal of biomedical and health informatics (JBHI), 2025 Qiuhui Chen Xuancheng Yao Huping Ye Yi Hong MedIm 120 1 0 11 Sep 2025
Self-Supervised Cross-Encoder for Neurodegenerative Disease Diagnosis Fangqi Cheng Yingying Zhao Xiaochen Yang MedIm 104 0 0 09 Sep 2025
Patch-Level Kernel Alignment for Dense Self-Supervised Learning Juan Yeo Ijun Jang Taesup Kim SSL MDE 235 0 0 06 Sep 2025
PLanTS: Periodicity-aware Latent-state Representation Learning for Multivariate Time Series Jia Wang X. Wang Chi Zhang AI4TS BDL 101 0 0 05 Sep 2025
Adapt in the Wild: Test-Time Entropy Minimization with Sharpness and Feature Regularization Shuaicheng Niu Guohao Chen Deyu Chen Yifan Zhang Jiaxiang Wu Z. Wen Yaofo Chen P. Zhao Chunyan Miao Zhuliang Yu AAML 164 1 0 05 Sep 2025
ADVMEM: Adversarial Memory Initialization for Realistic Test-Time Adaptation via Tracklet-Based Benchmarking Shyma Alhuwaider Motasem Alfarra Juan C. Pérez Merey Ramazanova Bernard Ghanem TTA 216 0 0 02 Sep 2025
What Can We Learn from Harry Potter? An Exploratory Study of Visual Representation Learning from Atypical Videos Qiyue Sun Qiming Huang Yang Yang Hongjun Wang Jianbo Jiao 201 0 0 29 Aug 2025
Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels Philipp D. Lösel Aleese Barron Yulai Zhang Matthias Fabian Benjamin Young Nicolas Francois Andrew M. Kingston 100 0 0 22 Aug 2025
Multi-Level Knowledge Distillation and Dynamic Self-Supervised Learning for Continual Learning Taeheon Kim San Kim Minhyuk Seo Dongjae Jeon Wonje Jeong Jonghyun Choi CLL 132 0 0 18 Aug 2025
VELVET-Med: Vision and Efficient Language Pre-training for Volumetric Imaging Tasks in Medicine Ziyang Zhang Yang Yu Xulei Yang S. Yeo VLM 106 0 0 16 Aug 2025
When Is Prior Knowledge Helpful? Exploring the Evaluation and Selection of Unsupervised Pretext Tasks from a Neuro-Symbolic Perspective Lin-Han Jia Si-Yu Han Wen-Chao Hu Jie-Jing Shao Wen-Da Wei Zhi Zhou Lan-Zhe Guo Yu-Feng Li SSL 120 0 0 10 Aug 2025
Mask & Match: Learning to Recognize Handwritten Math with Self-Supervised Attention Shree Mitra Ritabrata Chakraborty Nilkanta Sahu 103 0 0 08 Aug 2025
Self-Supervised YOLO: Leveraging Contrastive Learning for Label-Efficient Object Detection Manikanta Kotthapalli Reshma Bhatia Nainsi Jain 126 0 0 04 Aug 2025
Sample-Aware Test-Time Adaptation for Medical Image-to-Image Translation Irene Iele Francesco Di Feola V. Guarrasi Paolo Soda MedIm LM&MA 168 0 0 01 Aug 2025
Bi-Level Optimization for Self-Supervised AI-Generated Face Detection Mian Zou Nan Zhong Baosheng Yu Yibing Zhan Kede Ma CVBM 126 1 0 30 Jul 2025
Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport Syed Ahmed Mahmood Ali Shah Ali Umer Ahmed Fawad Javed Fateh M. Zia Quoc-Huy Tran 163 2 0 21 Jul 2025
Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning Shashanka Venkataramanan Valentinos Pariza Mohammadreza Salehi Lukas Knobel Spyros Gidaris Elias Ramzi Andrei Bursuc Yuki M. Asano 227 7 0 18 Jul 2025
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic SurveyACM Computing Surveys (ACM CSUR), 2024 Wei Zhou Lei Zhao Lei Zhao Runyu Zhang Yifan Cui Hongpu Huang Kun Qie Chen Wang AI4TS 480 8 0 01 Jul 2025
Enhancing Adversarial Robustness through Multi-Objective Representation Learning Sedjro Salomon Hotegni Sebastian Peitz AAML 368 1 0 01 Jul 2025
Bridging Brain with Foundation Models through Self-Supervised Learning Hamdi Altaheri Fakhri Karray Md. Milon Islam S M Taslim Uddin Raju Amir-Hossein Karimi 203 1 0 19 Jun 2025
Self-supervised Representation Learning with Local Aggregation for Image-based Profiling Siran Dai Qianqian Xu Peisong Wen Yang Liu Qingming Huang 271 2 0 17 Jun 2025
EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks Athinoulla Konstantinou Georgios Leontidis Mamatha Thota A. Durrant 3DPC 237 0 0 11 Jun 2025
HomographyAD: Deep Anomaly Detection Using Self Homography Learning Jongyub Seok Chanjin Kang 150 0 0 10 Jun 2025