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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Online Feature Updates Improve Online (Generalized) Label Shift AdaptationNeural Information Processing Systems (NeurIPS), 2024 Ruihan Wu Siddhartha Datta Yi Su Dheeraj Baby Yu Wang Kilian Q. Weinberger 138 4 0 05 Feb 2024
Deep Spectral Improvement for Unsupervised Image Instance Segmentation Farnoosh Arefi Amir M. Mansourian S. Kasaei ISeg 180 2 0 04 Feb 2024
SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training? Hasan Hammoud Hani Itani Fabio Pizzati Juil Sock Adel Bibi Guohao Li CLIP VLM 405 55 0 02 Feb 2024
Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning Esther Rolf Konstantin Klemmer Caleb Robinson Hannah Kerner 184 67 0 02 Feb 2024
A Probabilistic Model behind Self-Supervised Learning Alice Bizeul Bernhard Schölkopf Carl Allen SSL 213 2 0 02 Feb 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger Florentin Wörgötter Alexander S. Ecker 376 14 0 29 Jan 2024
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery Yuanpeng Tu Zhun Zhong Yuxi Li Hengshuang Zhao 262 1 0 24 Jan 2024
Detecting Out-of-Distribution Samples via Conditional Distribution Entropy with Optimal Transport Chuanwen Feng Wenlong Chen Ao Ke Yilong Ren Xike Xie S.Kevin Zhou OODD 134 0 0 22 Jan 2024
Hierarchical Prompts for Rehearsal-free Continual Learning Yukun Zuo Hantao Yao Lu Yu Liansheng Zhuang Changsheng Xu CLL VLM 153 1 0 21 Jan 2024
DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Lixu Wang Shichao Xu Xinyu Du Qi Zhu 114 1 0 20 Jan 2024
Spatial Structure Constraints for Weakly Supervised Semantic SegmentationIEEE Transactions on Image Processing (TIP), 2024 Tao Chen Yazhou Yao Xing-Rui Huang Zechao Li Liqiang Nie Jinhui Tang 197 31 0 20 Jan 2024
Scalable Pre-training of Large Autoregressive Image ModelsInternational Conference on Machine Learning (ICML), 2024 Alaaeldin El-Nouby Michal Klein Shuangfei Zhai Miguel Angel Bautista Alexander Toshev Vaishaal Shankar J. Susskind Armand Joulin VLM 242 106 0 16 Jan 2024
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets? Bidur Khanal Binod Bhattarai Bishesh Khanal Cristian A. Linte NoLa 134 1 0 15 Jan 2024
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing Jaeill Kim Duhun Hwang Eunjung Lee Jangwon Suh Jimyeong Kim Wonjong Rhee 196 1 0 11 Jan 2024
Self-supervised Learning for Electroencephalogram: A Systematic SurveyACM Computing Surveys (ACM CSUR), 2024 Weining Weng Yang Gu Shuai Guo Yuan Ma Zhaohua Yang Yuchen Liu Yiqiang Chen 170 29 0 09 Jan 2024
$Color-$S^{4}L$: Self-supervised Semi-supervised Learning with Image Colorization$ Color- $S^{4}L$ : Self-supervised Semi-supervised Learning with Image Colorization Hanxiao Chen SSL VLM 130 4 0 08 Jan 2024
Enhancing Context Through Contrast Kshitij Ambilduke Aneesh Shetye Diksha Bagade Rishika Bhagwatkar Khurshed Fitter P. Vagdargi Shital S. Chiddarwar 205 0 0 06 Jan 2024
SFGANS Self-supervised Future Generator for human ActioN Segmentation Or Berman Adam Goldbraikh S. Laufer 207 0 0 31 Dec 2023
SynCDR : Training Cross Domain Retrieval Models with Synthetic Data Samarth Mishra Carlos D. Castillo Hongcheng Wang Kate Saenko Venkatesh Saligrama 203 2 0 31 Dec 2023
SVFAP: Self-supervised Video Facial Affect PerceiverIEEE Transactions on Affective Computing (TAC), 2023 Guoying Zhao Zheng Lian Kexin Wang Yu He Ming Xu Haiyang Sun Yinan Han Jianhua Tao 170 22 0 31 Dec 2023
Learning Vision from Models Rivals Learning Vision from DataComputer Vision and Pattern Recognition (CVPR), 2023 Yonglong Tian Lijie Fan Kaifeng Chen Dina Katabi Dilip Krishnan Phillip Isola 225 72 0 28 Dec 2023
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T. Emre A. Chakravarty Antoine Rivail Dmitrii Lachinov Oliver Leingang ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 217 8 0 28 Dec 2023
Learning to Embed Time Series Patches Independently Seunghan Lee Taeyoung Park Kibok Lee SSL AI4TS 238 49 0 27 Dec 2023
Soft Contrastive Learning for Time Series Seunghan Lee Taeyoung Park Kibok Lee AI4TS 324 44 0 27 Dec 2023
A Self Supervised StyleGAN for Image Annotation and Classification with Extremely Limited Labels Dana Cohen Hochberg H. Greenspan Raja Giryes 174 14 0 26 Dec 2023
BAL: Balancing Diversity and Novelty for Active Learning Jingyao Li Pengguang Chen Shaozuo Yu Shu Liu Jiaya Jia 109 11 0 26 Dec 2023
Understanding normalization in contrastive representation learning and out-of-distribution detection T. L. Gia Jaehyun Ahn OODD 252 3 0 23 Dec 2023
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios Wenhao Ding Yulong Cao Ding Zhao Chaowei Xiao Marco Pavone 135 41 0 19 Dec 2023
Layerwise complexity-matched learning yields an improved model of cortical area V2 Nikhil Parthasarathy Olivier J. Hénaff Eero P. Simoncelli 221 2 0 18 Dec 2023
Semantic-Aware Autoregressive Image Modeling for Visual Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Kaiyou Song Shan Zhang Tong Wang VLM 134 2 0 16 Dec 2023
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking Shengsheng Qian Yifei Wang Dizhan Xue Shengjie Zhang Huaiwen Zhang Changsheng Xu AAML 128 1 0 13 Dec 2023
CLIP in Medical Imaging: A Comprehensive SurveyMedical Image Analysis (MIA), 2023 Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Hongtu Zhu CLIP MedIm LM&MA VLM 477 43 0 12 Dec 2023
EdgePruner: Poisoned Edge Pruning in Graph Contrastive Learning Hiroya Kato Kento Hasegawa Seira Hidano Kazuhide Fukushima AAML 135 1 0 12 Dec 2023
Transformer-based No-Reference Image Quality Assessment via Supervised Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Jinsong Shi Pan Gao Jie Qin ViT 175 29 0 12 Dec 2023
Counterfactual World Modeling for Physical Dynamics Understanding Rahul Venkatesh Honglin Chen Kevin T. Feigelis Daniel M. Bear Khaled Jedoui ... Wanhee Lee Sherry Liu Kevin A. Smith Judith E. Fan Daniel L. K. Yamins VGen 249 7 0 11 Dec 2023
TimeDRL: Disentangled Representation Learning for Multivariate Time-Series Ching Chang Chiao-Tung Chan Wei-Yao Wang Wenjie Peng Tien-Fu Chen AI4TS 293 13 0 07 Dec 2023
Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification Navid Mohammadi Foumani Chang Wei Tan Geoffrey I. Webb Hamid Rezatofighi Mahsa Salehi SSL AI4TS 250 12 0 07 Dec 2023
Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2023 Sungik Choi Hankook Lee Honglak Lee Moontae Lee DiffM 191 9 0 05 Dec 2023
Contrastive encoder pre-training-based clustered federated learning for heterogeneous dataNeural Networks (Neural Netw.), 2023 Ye Lin Tun Minh N. H. Nguyen Chu Myaet Thwal J. Choi Choong Seon Hong FedML 202 15 0 28 Nov 2023
Enhancing Trajectory Prediction through Self-Supervised Waypoint Noise Prediction Pranav Singh Chib Pravendra Singh 176 2 0 26 Nov 2023
One-bit Supervision for Image Classification: Problem, Solution, and Beyond Hengtong Hu Lingxi Xie Xinyue Huo Richang Hong Qi Tian SSL 144 2 0 26 Nov 2023
HIDRO-VQA: High Dynamic Range Oracle for Video Quality Assessment Shreshth Saini Avinab Saha A. Bovik 306 7 0 18 Nov 2023
SORTAD: Self-Supervised Optimized Random Transformations for Anomaly Detection in Tabular Data Guy Hay Pablo Liberman 83 1 0 18 Nov 2023
Self-supervised learning of multi-omics embeddings in the low-label, high-data regime Christian John Hurry Emma Slade 165 0 0 16 Nov 2023
Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniquesIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2023 R. Thoreau Laurent Risser V. Achard Béatrice Berthelot X. Briottet 276 9 0 15 Nov 2023
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning Shashank Kotyan Danilo Vasconcellos Vargas AAML 162 0 0 14 Nov 2023
SCL-VI: Self-supervised Context Learning for Visual Inspection of Industrial Defects Peng Wang Haiming Yao Wenyong Yu 196 6 0 11 Nov 2023
A Practical Approach to Novel Class Discovery in Tabular Data Colin Troisemaine Alexandre Reiffers Stéphane Gosselin Vincent Lemaire Sandrine Vaton 299 4 0 09 Nov 2023
Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction Zacharias Anastasakis Dimitrios Mallis Markos Diomataris George Alexandridis Stefanos D. Kollias Vassilis Pitsikalis 157 3 0 08 Nov 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised LearningNeural Information Processing Systems (NeurIPS), 2023 Artyom Gadetsky Maria Brbić 205 8 0 06 Nov 2023