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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Parametric Classification for Generalized Category Discovery: A Baseline StudyIEEE International Conference on Computer Vision (ICCV), 2022 Xin Wen Bingchen Zhao Xiaojuan Qi 197 120 0 21 Nov 2022
Disentangled Representation LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 464 146 0 21 Nov 2022
MATE: Masked Autoencoders are Online 3D Test-Time LearnersIEEE International Conference on Computer Vision (ICCV), 2022 M. Jehanzeb Mirza Inkyu Shin Wei Lin Andreas Schriebl Kunyang Sun ... Horst Possegger Mateusz Koziñski In So Kweon Kun-Jin Yoon Horst Bischof TTA 3DPC 252 21 0 21 Nov 2022
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Xuan Zhang Shiyu Li Xi Li Ping Huang Jiulong Shan Ting Chen 259 222 0 21 Nov 2022
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse WeatherBritish Machine Vision Conference (BMVC), 2022 Jong-Lyul Jeong Jong-hwan Kim 131 2 0 21 Nov 2022
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical FlowIEEE International Conference on Computer Vision (ICCV), 2022 Philippe Weinzaepfel Thomas Lucas Vincent Leroy Yohann Cabon Vaibhav Arora Romain Brégier G. Csurka L. Antsfeld Boris Chidlovskii Jérôme Revaud ViT 342 150 0 18 Nov 2022
Knowing What to Label for Few Shot Microscopy Image Cell SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Youssef Dawoud Arij Bouazizi Katharina Ernst G. Carneiro Vasileios Belagiannis 98 6 0 18 Nov 2022
$α$ DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling Bicheng Guo Shuxuan Guo Miaojing Shi Jun Zhou Shibo He Jiming Chen Kaicheng Yu 134 2 0 18 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive SurveyACM Computing Surveys (ACM CSUR), 2022 Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 192 21 0 17 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 138 31 0 16 Nov 2022
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2022 Tianhong Li Huiwen Chang Shlok Kumar Mishra Han Zhang Dina Katabi Dilip Krishnan 232 220 0 16 Nov 2022
Robust Alzheimer's Progression Modeling using Cross-Domain Self-Supervised Deep Learning Saba Dadsetan Mohsen Hejrati Shandong Wu Somaye Hashemifar OOD 194 0 0 15 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future WorksIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 184 73 0 15 Nov 2022
Region Embedding with Intra and Inter-View Contrastive LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Li Zhang Cheng Long Gao Cong SSL 120 37 0 15 Nov 2022
What Images are More Memorable to Machines? Junlin Han Huangying Zhan Jie Hong Pengfei Fang Hongdong Li L. Petersson Ian Reid 152 5 0 14 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic SegmentationACM Multimedia (ACM MM), 2022 Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 196 71 0 14 Nov 2022
Feature Correlation-guided Knowledge Transfer for Federated Self-supervised LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yi Liu Song Guo Jie Zhang Qihua Zhou Yingchun Wang Xiaohan Zhao 154 2 0 14 Nov 2022
Prediction of Geometric Transformation on Cardiac MRI via Convolutional Neural Network Xin Gao MedIm 111 0 0 12 Nov 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive LearningNeural Information Processing Systems (NeurIPS), 2022 Ziyi Zhang Weikai Chen Hui Cheng Zerui Li Siyuan Li Liang Lin Guanbin Li 135 86 0 12 Nov 2022
Investigating Enhancements to Contrastive Predictive Coding for Human Activity RecognitionAnnual IEEE International Conference on Pervasive Computing and Communications (PerCom), 2022 H. Haresamudram Irfan Essa Thomas Ploetz AI4TS 270 20 0 11 Nov 2022
Federated Unsupervised Visual Representation Learning via Exploiting General Content and Personal Style Yue Yang Jingwei Sun Ang Li Xue Yang Yiran Chen OOD 244 0 0 11 Nov 2022
Mitigating Forgetting in Online Continual Learning via Contrasting Semantically Distinct AugmentationsSocial Science Research Network (SSRN), 2022 Shenghao Yu Wei-Chen Chiu CLL 72 2 0 10 Nov 2022
Learning to Annotate Part Segmentation with Gradient MatchingInternational Conference on Learning Representations (ICLR), 2022 Yuzhou Nie Xiaotian Cheng Hakan Bilen Xiangyang Ji GAN 182 7 0 06 Nov 2022
Distilling Representations from GAN Generator via Squeeze and SpanNeural Information Processing Systems (NeurIPS), 2022 Yuzhou Nie Xiaotian Cheng Chang-rui Liu Hakan Bilen Xiang Ji GAN 228 0 0 06 Nov 2022
RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild Weiyao Wang Byung-Hak Kim Varun Ganapathi SSL LMTD 137 1 0 02 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised LearningIEEE transactions on multimedia (IEEE TMM), 2022 Yifei Zhang Chang-rui Liu Yu Zhou Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 160 10 0 02 Nov 2022
Augmentation Invariant Manifold Learning Shulei Wang 514 2 0 01 Nov 2022
RGMIM: Region-Guided Masked Image Modeling for Learning Meaningful Representation from X-Ray Images Guang Li Ren Togo Takahiro Ogawa Miki Haseyama 112 1 0 01 Nov 2022
SL3D: Self-supervised-Self-labeled 3D Recognition Fernando Julio Cendra Lan Ma Jiajun Shen Xiaojuan Qi 3DPC 206 4 0 30 Oct 2022
Rare Wildlife Recognition with Self-Supervised Representation Learning Xiaochen Zheng SSL 88 2 0 29 Oct 2022
PatchRot: A Self-Supervised Technique for Training Vision Transformers S. Chhabra Prabal Bijoy Dutta Hemanth Venkateswara Baoxin Li SSL ViT 114 4 0 27 Oct 2022
Facial Video-based Remote Physiological Measurement via Self-supervised LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zijie Yue Miaojing Shi Shuai Ding CVBM 249 53 0 27 Oct 2022
ASD: Towards Attribute Spatial Decomposition for Prior-Free Facial Attribute RecognitionIEEE International Conference on Multimedia and Expo (ICME), 2022 Chuanfei Hu Hang Shao B. Dong Zhe Wang Yongxiong Wang CVBM 149 1 0 25 Oct 2022
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with TransformersIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zhiwei Lin Ze Yang Yongtao Wang ViT 163 3 0 24 Oct 2022
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT DevicesQ2S and Security for Wireless and Mobile Networks (QSWMN), 2022 Oshan Jayawardena Fariza Rashid Suranga Seneviratne 92 1 0 24 Oct 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future Guo-Jun Qi M. Shah SSL 126 8 0 23 Oct 2022
Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data AugmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Atsuyuki Miyai Qing Yu Daiki Ikami Go Irie Kiyoharu Aizawa SSL 174 8 0 23 Oct 2022
Neural Eigenfunctions Are Structured Representation Learners Zhijie Deng Jiaxin Shi Hao Zhang Peng Cui Cewu Lu Jun Zhu 183 16 0 23 Oct 2022
VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum ModelingIsprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022 Beiwen Tian Liyi Luo Hao Zhao Guyue Zhou 166 27 0 20 Oct 2022
i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable? Kevin Zhang Zhiqiang Shen 100 10 0 20 Oct 2022
Self-Supervised Learning via Maximum Entropy CodingNeural Information Processing Systems (NeurIPS), 2022 Xin Liu Zhongdao Wang Yali Li Shengjin Wang SSL 257 54 0 20 Oct 2022
MixMask: Revisiting Masking Strategy for Siamese ConvNetsBritish Machine Vision Conference (BMVC), 2022 Kirill Vishniakov Eric P. Xing Zhiqiang Shen 157 1 0 20 Oct 2022
TTTFlow: Unsupervised Test-Time Training with Normalizing FlowIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 David Osowiechi G. A. V. Hakim Mehrdad Noori Milad Cheraghalikhani Ismail Ben Ayed Christian Desrosiers OOD 135 33 0 20 Oct 2022
SS-VAERR: Self-Supervised Apparent Emotional Reaction Recognition from VideoIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2022 Marija Jegorova Stavros Petridis Maja Pantic 142 3 0 20 Oct 2022
Self-Supervised Representation Learning for CADComputer Vision and Pattern Recognition (CVPR), 2022 Benjamin T. Jones Michael Hu Vladimir G. Kim Adriana Schulz SSL AI4CE 175 23 0 19 Oct 2022
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View CompletionNeural Information Processing Systems (NeurIPS), 2022 Philippe Weinzaepfel Vincent Leroy Thomas Lucas Romain Brégier Yohann Cabon Vaibhav Arora L. Antsfeld Boris Chidlovskii G. Csurka Jérôme Revaud SSL 302 118 0 19 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual RepresentationsEuropean Conference on Computer Vision (ECCV), 2022 Sravanti Addepalli Kaushal Bhogale Priyam Dey R. Venkatesh Babu SSL 78 9 0 18 Oct 2022
Self-Supervised Learning Through Efference CopiesNeural Information Processing Systems (NeurIPS), 2022 Franz Scherr Qinghai Guo Timoleon Moraitis 163 12 0 17 Oct 2022
Invariance-adapted decomposition and Lasso-type contrastive learning Masanori Koyama Takeru Miyato Kenji Fukumizu 162 1 0 13 Oct 2022
Composite Learning for Robust and Effective Dense PredictionsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Menelaos Kanakis Thomas E. Huang David Brüggemann Feng Yu Luc Van Gool SSL 126 4 0 13 Oct 2022