Papers citing 'Unsupervised Representation Learning by Predicting Image Rotations'

Title
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets Anurag Roy David Johnson Ekka Saptarshi Ghosh Abir Das 164 1 0 13 Oct 2022
Self-Guided Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Vincent Tao Hu David W. Zhang Yuki M. Asano Gertjan J. Burghouts Cees G. M. Snoek 298 41 0 12 Oct 2022
Motion Aware Self-Supervision for Generic Event Boundary DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Ayush K. Rai Tarun Krishna J. Dietlmeier Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 248 4 0 11 Oct 2022
OPERA: Omni-Supervised Representation Learning with Hierarchical SupervisionsIEEE International Conference on Computer Vision (ICCV), 2022 Cheng-Hao Wang Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu SSL AI4TS 192 5 0 11 Oct 2022
Self-supervised Model Based on Masked Autoencoders Advance CT Scans ClassificationInternational Journal of Image Graphics and Signal Processing (IJIGSP), 2022 Jiashu Xu S. Stirenko 123 3 0 11 Oct 2022
Visual Prompt Tuning for Test-time Domain Adaptation Yunhe Gao Xingjian Shi Yi Zhu Hongya Wang Zhiqiang Tang Xiong Zhou Mu Li Dimitris N. Metaxas VPVLM VLM 270 109 0 10 Oct 2022
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive EvaluationIEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2022 Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Ruibing Jin C. Kwoh Xiaoli Li 129 30 0 10 Oct 2022
Deep Clustering: A Comprehensive SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 230 171 0 09 Oct 2022
Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised AdaptationACM Multimedia (ACM MM), 2022 Wenjing Wang Zheng Xu Haofeng Huang Jiaying Liu 138 20 0 07 Oct 2022
Modeling Inter-Class and Intra-Class Constraints in Novel Class DiscoveryComputer Vision and Pattern Recognition (CVPR), 2022 Wenbin Li Zhichen Fan Jing Huo Yang Gao 290 42 0 07 Oct 2022
Pre-trained Adversarial PerturbationsNeural Information Processing Systems (NeurIPS), 2022 Y. Ban Yinpeng Dong AAML 205 30 0 07 Oct 2022
Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Computer VisionInternational Conference on Mobile Data Management (MDM), 2021 Swetava Ganguli C. V. K. Iyer Vipul Pandey SSL 150 6 0 07 Oct 2022
Brief Introduction to Contrastive Learning Pretext Tasks for Visual Representation Zhenyu Lu VLM SSL 75 2 0 06 Oct 2022
SimPer: Simple Self-Supervised Learning of Periodic TargetsInternational Conference on Learning Representations (ICLR), 2022 Yuzhe Yang Xin Liu Jiang Wu Silviu Borac Dina Katabi M. Poh Daniel J. McDuff 252 54 0 06 Oct 2022
Real-World Robot Learning with Masked Visual Pre-trainingConference on Robot Learning (CoRL), 2022 Ilija Radosavovic Tete Xiao Stephen James Pieter Abbeel Jitendra Malik Trevor Darrell SSL 386 296 0 06 Oct 2022
Granularity-aware Adaptation for Image Retrieval over Multiple TasksEuropean Conference on Computer Vision (ECCV), 2022 Jon Almazán ByungSoo Ko Geonmo Gu Diane Larlus Yannis Kalantidis ObjD VLM 215 7 0 05 Oct 2022
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene Sulabh Shrestha Yimeng Li Jana Kosecka 3DPC SSL SSeg 200 3 0 04 Oct 2022
Mixup for Test-Time Training Bochao Zhang Rui Shao Jingda Du Pc Yuen TTA 171 1 0 04 Oct 2022
Attention Distillation: self-supervised vision transformer students need more guidanceBritish Machine Vision Conference (BMVC), 2022 Kai Wang Fei Yang Joost van de Weijer ViT 138 20 0 03 Oct 2022
Pixel-global Self-supervised Learning with Uncertainty-aware Context Stabilizer Zhuangzhuang Zhang Weixiong Zhang 101 0 0 02 Oct 2022
Contrastive Corpus Attribution for Explaining RepresentationsInternational Conference on Learning Representations (ICLR), 2022 Christy Lin Hugh Chen Chanwoo Kim Su-In Lee SSL 143 9 0 30 Sep 2022
Improving Molecular Pretraining with Complementary Featurizations Yanqiao Zhu Dingshuo Chen Yuanqi Du Yingze Wang Qiang Liu Shu Wu AI4CE 149 7 0 29 Sep 2022
Towards Lightweight Black-Box Attacks against Deep Neural Networks Chenghao Sun Yonggang Zhang Chaoqun Wan Qizhou Wang Ya Li Tongliang Liu Bo Han Xinmei Tian AAML MLAU 188 5 0 29 Sep 2022
Feature Decoupling in Self-supervised Representation Learning for Open Set RecognitionIEEE International Joint Conference on Neural Network (IJCNN), 2022 Jingyun Jia P. Chan BDL 99 2 0 28 Sep 2022
Learning State-Aware Visual Representations from Audible InteractionsNeural Information Processing Systems (NeurIPS), 2022 Himangi Mittal Pedro Morgado Unnat Jain Abhinav Gupta 182 28 0 27 Sep 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-trainingNeural Information Processing Systems (NeurIPS), 2022 Janghyeon Lee Jongsuk Kim Hyounguk Shon Bumsoo Kim Seung Wook Kim Honglak Lee Junmo Kim CLIP VLM 267 64 0 27 Sep 2022
Improving Image Clustering through Sample Ranking and Its Application to remote--sensing imagesRemote Sensing (RS), 2022 Qing Li Guoping Qiu 158 2 0 26 Sep 2022
Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks Chuyan Zhang Yun Gu 257 0 0 25 Sep 2022
A Simple Strategy to Provable Invariance via Orbit MappingAsian Conference on Computer Vision (ACCV), 2022 Kanchana Vaishnavi Gandikota Jonas Geiping Zorah Lähner Adam Czapliñski Michael Moeller AAML 3DPC 222 3 0 24 Sep 2022
TeST: Test-time Self-Training under Distribution ShiftIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Samarth Sinha Peter V. Gehler Francesco Locatello Bernt Schiele TTA OOD 203 33 0 23 Sep 2022
SW-VAE: Weakly Supervised Learn Disentangled Representation Via Latent Factor Swapping Jiageng Zhu Hanchen Xie Wael AbdAlmageed SSL CoGe DRL 140 4 0 21 Sep 2022
The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning Romain Cosentino Sarath Shekkizhar Mahdi Soltanolkotabi A. Avestimehr Antonio Ortega SSL 159 9 0 18 Sep 2022
Few-Shot Classification with Contrastive LearningEuropean Conference on Computer Vision (ECCV), 2022 Zhanyuan Yang Jinghua Wang Ying J. Zhu OODD MQ 230 69 0 17 Sep 2022
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local ComplementarityIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Jiangmeng Li Jingyao Wang Changwen Zheng Fuchun Sun Farid Razzak Ji-Rong Wen Hui Xiong 193 12 0 16 Sep 2022
Test-Time Training with Masked AutoencodersNeural Information Processing Systems (NeurIPS), 2022 Yossi Gandelsman Yu Sun Xinlei Chen Alexei A. Efros OOD 247 217 0 15 Sep 2022
Self-Supervised Texture Image Anomaly Detection By Fusing Normalizing Flow and Dictionary LearningInternational journal of pattern recognition and artificial intelligence (IJPRAI), 2022 Yaohua Guo Lijuan Song Zirui Ma 204 0 0 15 Sep 2022
Joint Debiased Representation and Image Clustering Learning with Self-Supervision Shun Zheng JaeEun Nam Emilio Dorigatti B. Bischl Shekoofeh Azizi Mina Rezaei SSL 118 0 0 14 Sep 2022
FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive LearningEuropean Conference/Workshop on Wireless Sensor Networks (EWSN), 2022 Li-Huan Du Guohao Lan 119 5 0 14 Sep 2022
Graph Neural Networks for Molecules Yuyang Wang Zijie Li A. Farimani GNN AI4CE 299 48 0 12 Sep 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse ProbingInternational Conference on Learning Representations (ICLR), 2022 Iro Laina Yuki M. Asano Andrea Vedaldi SSL 121 8 0 07 Sep 2022
MimCo: Masked Image Modeling Pre-training with Contrastive TeacherACM Multimedia (ACM MM), 2022 Qiang-feng Zhou Chaohui Yu Haowen Luo Zhibin Wang Hao Li VLM 264 28 0 07 Sep 2022
Improving Self-supervised Learning for Out-of-distribution Task via Auxiliary ClassifierInternational Conference on Information Photonics (ICIP), 2022 Harshita Boonlia T. Dam Md Meftahul Ferdaus S. Anavatti Ankan Mullick OODD 172 5 0 07 Sep 2022
Self-supervised multimodal neuroimaging yields predictive representations for a spectrum of Alzheimer's phenotypes A. Fedorov Eloy P. T. Geenjaar Lei Wu Tristan Sylvain T. DeRamus Margaux Luck Maria B. Misiura R. Devon Hjelm Sergey Plis Vince D. Calhoun 113 3 0 07 Sep 2022
Robust and Efficient Imbalanced Positive-Unlabeled Learning with Self-supervision Emilio Dorigatti Jonas Schweisthal B. Bischl Mina Rezaei OOD 175 2 0 06 Sep 2022
A Study on Representation Transfer for Few-Shot Learning Chun-Nam Yu Yi Xie SSL 97 2 0 05 Sep 2022
Multi-modal Masked Autoencoders Learn Compositional Histopathological Representations Wisdom O. Ikezogwo M. S. Seyfioglu Linda G. Shapiro 74 5 0 04 Sep 2022
Feature diversity in self-supervised learning Pranshu Malviya Arjun Vaithilingam Sudhakar SSL LRM 132 3 0 02 Sep 2022
A Method for Discovering Novel Classes in Tabular Data Colin Troisemaine Joachim Flocon-Cholet Stéphane Gosselin Sandrine Vaton Alexandre Reiffers-Masson V. Lemaire 201 8 0 02 Sep 2022
SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition Wenhan Wu Yilei Hua Ce Zheng Shi-Bao Wu Chong Chen Aidong Lu ViT 274 53 0 01 Sep 2022
Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain AdaptationNeural Networks (NN), 2022 JoonHo Lee Gyemin Lee 202 40 0 31 Aug 2022