Unsupervised Representation Learning by Predicting Image Rotations

21 March 2018

ArXiv (abs)PDF HTML Github (518★)

Papers citing "Unsupervised Representation Learning by Predicting Image Rotations"

50 / 1,956 papers shown

Title
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 179 1 0 08 Jun 2025
When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive LearningACM Asia Conference on Computer and Communications Security (AsiaCCS), 2025 Ruining Sun Hongsheng Hu Wei Luo Zhaoxi Zhang Yanjun Zhang Haizhuan Yuan Leo Yu Zhang MIACV AAML 311 1 0 06 Jun 2025
Generalized Incremental Learning under Concept Drift across Evolving Data Streams En Yu Jie Lu G. Zhang CLL 194 1 0 06 Jun 2025
MoCA: Multi-modal Cross-masked Autoencoder for Digital Health Measurements Howon Ryu Y. Chen Yacun Wang Andrea Z. LaCroix Chongzhi Di L. Natarajan Yu Wang Jingjing Zou 286 0 0 02 Jun 2025
Spatio-Temporal Joint Density Driven Learning for Skeleton-Based Action RecognitionIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2025 Shanaka Ramesh Gunasekara Wanqing Li P. Ogunbona Jack Yang 165 0 0 29 May 2025
Multimodal Foundation Model for Cross-Modal Retrieval and Activity Recognition Tasks Koki Matsuishi Kosuke Ukita Tsuyoshi Okita 101 0 0 29 May 2025
Enhancing Contrastive Learning-based Electrocardiogram Pretrained Model with Patient Memory Queue Xiaoyu Sun Yang Yang Xunde Dong 134 0 0 26 May 2025
gen2seg: Generative Models Enable Generalizable Instance Segmentation Om Khangaonkar Hamed Pirsiavash DiffM VLM 425 0 0 21 May 2025
Self Distillation via Iterative Constructive Perturbations Maheak Dave Aniket K. Singh Aryan Pareek Harshita Jha Debasis Chaudhuri Manish P. Singh ODL 152 0 0 20 May 2025
Self-Supervised Learning for Image Segmentation: A Comprehensive Survey Thangarajah Akilan Nusrat Jahan Tianlei Wang SSL 342 1 0 19 May 2025
Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification Wenchen Chen Yanmei Zhang Zhongwei Xiao Jianping Chu Xingbo Wang 269 2 0 18 May 2025
Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum Wenquan Lu Jiaqi Zhang Hugues Van Assel Randall Balestriero 246 1 0 18 May 2025
Unsupervised Learning for Class Distribution Mismatch Pan Du Wangbo Zhao Xinai Lu Nian Liu Hao Sun ... Suyun Zhao Wei Xu Cuiping Li Kai Wang Yang You 279 0 0 11 May 2025
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images Yicheng Song Tiancheng Lin Die Peng Su Yang Yi Xu MedIm 226 0 0 10 May 2025
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging Sifan Song Siyeop Yoon Pengfei Jin Sekeun Kim Matthew Tivnan ... Zhiliang Lyu Dufan Wu Ning Guo Xiang Li Quanzheng Li OOD ViT 245 0 0 08 May 2025
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models Hafez Ghaemi Eilif Muller Shahab Bakhtiari 482 2 0 06 May 2025
Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling Yu-hsuan Chen Jing Bi Cyril Ngo Ngoc Victor Oancea Jonathan Cagan Levent Burak Kara AI4CE 327 1 0 27 Apr 2025
Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DiffM 256 14 0 22 Apr 2025
Evolved Hierarchical Masking for Self-Supervised LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zhanzhou Feng Shiliang Zhang 327 1 0 12 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 401 0 0 10 Apr 2025
Evolutionary Machine Learning meets Self-Supervised Learning: a comprehensive survey Adriano Vinhas João Correia Penousal Machado SSL SyDa 412 0 0 09 Apr 2025
Scaling Language-Free Visual Representation Learning David Fan Shengbang Tong Jiachen Zhu Koustuv Sinha Zhuang Liu ... Michael G. Rabbat Nicolas Ballas Yann LeCun Amir Bar Saining Xie CLIP VLM 423 37 0 01 Apr 2025
Efficient Building Roof Type Classification: A Domain-Specific Self-Supervised ApproachISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2025 Guneet Mutreja Ksenia Bittner 213 0 0 28 Mar 2025
Test-Time Visual In-Context TuningComputer Vision and Pattern Recognition (CVPR), 2025 Jiahao Xie A. Tonioni N. Rauschmayr F. Tombari Bernt Schiele OOD VLM 195 3 0 27 Mar 2025
Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation Qin Wang Benjamin Bruns Hanno Scharr Kai Krajsek 225 1 0 24 Mar 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text RecognitionComputer Vision and Pattern Recognition (CVPR), 2025 Yifei Zhang Yu Xie Jin Wei Xiaomeng Yang Can Ma Can Ma Xiangyang Ji 288 7 0 24 Mar 2025
Enhancing Martian Terrain Recognition with Deep Constrained ClusteringIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 Tejas Panambur M. Parente 212 0 0 22 Mar 2025
Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction S. Quetin Tapotosh Ghosh Farhad Maleki SSL 254 0 0 21 Mar 2025
Joint Self-Supervised Video Alignment and Action Segmentation Ali Shah Ali Syed Ahmed Mahmood Mubin Saeed Andrey Konin M. Zia Quoc-Huy Tran OT 388 3 0 21 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 313 0 0 18 Mar 2025
Convolutional Rectangular Attention Module Hai-Vy Nguyen Fabrice Gamboa Sixin Zhang Reda Chhaibi Serge Gratton Thierry Giaccone 153 0 0 13 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradientNeural Information Processing Systems (NeurIPS), 2025 Byeongchan Lee Sehyun Lee SSL 391 3 0 12 Mar 2025
Seal Your Backdoor with Variational Defense Ivan Sabolić Matej Grcić Sinisa Segvic AAML 1.1K 1 0 11 Mar 2025
ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning S. Banerjee Vinay Kumar Verma SSL 282 0 0 10 Mar 2025
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret CLL 300 0 0 10 Mar 2025
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature PerturbationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Romain Hermary Vincent Gaudillière Abd El Rahman Shabayek Djamila Aouada AAML 338 1 0 07 Mar 2025
Semi-Supervised 360 Layout Estimation with Panoramic Collaborative Perturbations Junsong Zhang Chunyu Lin Zhijie Shen Lang Nie K. Liao Yao Zhao 206 0 0 03 Mar 2025
Random Walks in Self-supervised Learning for Triangular Meshes Gal Yefet A. Tal SSL 263 0 0 02 Mar 2025
VRM: Knowledge Distillation via Virtual Relation Matching W. Zhang Fei Xie Weidong Cai Chao Ma 454 1 0 28 Feb 2025
Twofold Debiasing Enhances Fine-Grained Learning with Coarse LabelsAAAI Conference on Artificial Intelligence (AAAI), 2025 Xin-yang Zhao Jian Jin Yang-yang Li Yazhou Yao 225 0 0 27 Feb 2025
Vision-LSTM: xLSTM as Generic Vision BackboneInternational Conference on Learning Representations (ICLR), 2024 Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 456 82 0 24 Feb 2025
Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution SelectionBigData Congress [Services Society] (BSS), 2024 Kevin Garcia Juan Manuel Perez Yifeng Gao AI4TS 315 1 0 14 Feb 2025
Efficient Reinforcement Learning Through Adaptively Pretrained Visual EncoderAAAI Conference on Artificial Intelligence (AAAI), 2025 Yuhan Zhang Guoqing Ma Guangfu Hao Liangxuan Guo Yang Chen S. Yu OnRL 371 1 0 08 Feb 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 259 4 0 07 Feb 2025
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation Edward Ellis A. Bulpitt Nasim Parsa Michael F Byrne Sharib Ali 350 2 0 04 Feb 2025
Test Time Training for 4D Medical Image Interpolation Qikang Zhang Yingjie Lei Zihao Zheng Ziyang Chen Zhonghao Xie OOD 104 1 0 04 Feb 2025
Enhancing Environmental Robustness in Few-shot Learning via Conditional Representation LearningIEEE Transactions on Image Processing (IEEE TIP), 2025 Qianyu Guo Jingrong Wu Tianxing Wu Hongru Wang Weifeng Ge Wenqiang Zhang 253 1 0 03 Feb 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?IEEE International Joint Conference on Neural Network (IJCNN), 2024 Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 285 2 0 28 Jan 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 358 4 0 28 Jan 2025
A Review on Self-Supervised Learning for Time Series Anomaly Detection: Recent Advances and Open Challenges Aitor Sánchez-Ferrera Borja Calvo Jose A. Lozano AI4TS 421 4 0 25 Jan 2025