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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Title
A Probabilistic Framework for Temporal Distribution Generalization in Industry-Scale Recommender Systems Yuxuan Zhu Cong Fu Yabo Ni Anxiang Zeng Yuan Fang OOD 288 0 0 26 Nov 2025
RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models Timing Yang Guoyizhe Wei Alan Yuille Feng Wang Mamba 73 0 0 23 Nov 2025
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MoME: Mixture of Visual Language Medical Experts for Medical Imaging Segmentation Arghavan Rezvani Xiangyi Yan Anthony T. Wu Kun Han Pooya Khosravi Xiaohui Xie MoE 116 0 0 30 Oct 2025
Eigenfunction Extraction for Ordered Representation Learning Burak Varıcı Che-Ping Tsai Ritabrata Ray Nicholas M. Boffi Pradeep Ravikumar 76 0 0 28 Oct 2025
Revising Second Order Terms in Deep Animation Video Coding Konstantin Schmidt Thomas Richter VGen 72 0 0 27 Oct 2025
Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections B. U. Demirel Christian Holz AI4TS SSL 171 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 88 2 0 18 Oct 2025
Understanding Self-supervised Contrastive Learning through Supervised Objectives Byeongchan Lee SSL 144 0 0 12 Oct 2025
Conditional Representation Learning for Customized Tasks Honglin Liu Chao Sun Peng Hu Yunfan Li Xi Peng 95 0 0 06 Oct 2025
Unsupervised Transformer Pre-Training for Images: Self-Distillation, Mean Teachers, and Random Crops Mattia Scardecchia ViT 97 0 0 04 Oct 2025
REALIGN: Regularized Procedure Alignment with Matching Video Embeddings via Partial Gromov-Wasserstein Optimal Transport Soumyadeep Chandra Kaushik Roy 69 0 0 29 Sep 2025
GenView++: Unifying Adaptive View Generation and Quality-Driven Supervision for Contrastive Representation Learning Xiaojie Li Bei Wang Jianlong Wu Yue Yu Liqiang Nie Min Zhang AI4TS 104 0 0 28 Sep 2025
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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 100 0 0 25 Sep 2025
Global Minimizers of Sigmoid Contrastive Loss Kiril Bangachev Guy Bresler Iliyas Noman Yury Polyanskiy 109 0 0 23 Sep 2025
DiSSECT: Structuring Transfer-Ready Medical Image Representations through Discrete Self-Supervision Azad Singh Deepak Mishra 61 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 181 0 0 19 Sep 2025
Leveraging Geometric Visual Illusions as Perceptual Inductive Biases for Vision Models Haobo Yang Minghao Guo Dequan Yang Wenyu Wang 88 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 113 0 0 14 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 96 0 0 11 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 108 2 0 11 Sep 2025
Self-Supervised Cross-Encoder for Neurodegenerative Disease Diagnosis Fangqi Cheng Yingying Zhao Xiaochen Yang MedIm 84 0 0 09 Sep 2025
Patch-Level Kernel Alignment for Dense Self-Supervised Learning Juan Yeo Ijun Jang Taesup Kim SSL MDE 211 0 0 06 Sep 2025
PLanTS: Periodicity-aware Latent-state Representation Learning for Multivariate Time Series Jia Wang X. Wang Chi Zhang AI4TS BDL 73 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 136 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 176 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 165 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 72 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 88 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 94 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 104 0 0 10 Aug 2025
Mask & Match: Learning to Recognize Handwritten Math with Self-Supervised Attention Shree Mitra Ritabrata Chakraborty Nilkanta Sahu 79 0 0 08 Aug 2025
Self-Supervised YOLO: Leveraging Contrastive Learning for Label-Efficient Object Detection Manikanta Kotthapalli Reshma Bhatia Nainsi Jain 94 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 120 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 82 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 139 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 187 7 0 18 Jul 2025
Enhancing Adversarial Robustness through Multi-Objective Representation Learning Sedjro Salomon Hotegni Sebastian Peitz AAML 320 2 0 01 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 420 6 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 159 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 207 2 0 17 Jun 2025
EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks Athinoulla Konstantinou Georgios Leontidis Mamatha Thota A. Durrant 3DPC 205 0 0 11 Jun 2025
HomographyAD: Deep Anomaly Detection Using Self Homography Learning Jongyub Seok Chanjin Kang 114 0 0 10 Jun 2025
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label LearningComputer Vision and Pattern Recognition (CVPR), 2025 Weiqi Yan Lvhai Chen Huaijia Kou Shengchuan Zhang Yan Zhang Liujuan Cao 159 1 0 08 Jun 2025