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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A Self-explaining Neural Architecture for Generalizable Concept Learning Sanchit Sinha Guangzhi Xiong Aidong Zhang 244 4 0 01 May 2024
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Critical Review for One-class Classification: recent advances and the reality behind them Toshitaka Hayashi Dalibor Cimr Hamido Fujita R. Cimler 191 2 0 27 Apr 2024
Self-supervised visual learning in the low-data regime: a comparative evaluation Sotirios Konstantakos Despina Ioanna Chalkiadaki Ioannis Mademlis Yuki M. Asano E. Gavves Georgios Th. Papadopoulos 272 9 0 26 Apr 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn Nikita Araslanov Simone Schaub-Meyer Stefan Roth 3DPC 192 8 0 25 Apr 2024
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko Alexandre Boulch Spyros Gidaris Andrei Bursuc Antonín Vobecký Patrick Pérez Renaud Marlet 3DPC 273 17 0 22 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 265 5 0 18 Apr 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 461 2 0 17 Apr 2024
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition Marah Halawa Florian Blume Pia Bideau Martin Maier Rasha Abdel Rahman Olaf Hellwich CVBM 212 4 0 16 Apr 2024
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation Mattia Litrico Davide Talon Sebastiano Battiato Alessio Del Bue M. Giuffrida Pietro Morerio UQCV 169 1 0 16 Apr 2024
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Shruthi Gowda Elahe Arani Bahram Zonooz 298 1 0 15 Apr 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu 387 54 0 12 Apr 2024
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness Shadi Alijani Jamil Fayyad Homayoun Najjaran OOD 300 1 0 05 Apr 2024
Test-Time Model Adaptation with Only Forward PassesInternational Conference on Machine Learning (ICML), 2024 Shuaicheng Niu Chunyan Miao Guohao Chen Pengcheng Wu Peilin Zhao TTA 380 56 0 02 Apr 2024
Adapting to Length Shift: FlexiLength Network for Trajectory Prediction Yi Tian Xu Yun Fu 266 27 0 31 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 325 2 0 27 Mar 2024
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders Alexandre Eymaël Renaud Vandeghen A. Cioppa Silvio Giancola Guohao Li Marc Van Droogenbroeck ViT 267 16 0 26 Mar 2024
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble Chenhui Xu Fuxun Yu Zirui Xu Nathan Inkawhich Xiang Chen OODD 200 11 0 24 Mar 2024
A Bag of Tricks for Few-Shot Class-Incremental Learning Shuvendu Roy Chunjong Park Aldi Fahrezi Ali Etemad CLL 241 4 0 21 Mar 2024
Annotation-Efficient Polyp Segmentation via Active Learning Duojun Huang Xinyu Xiong De-Jun Fan Feng Gao Xiao-Jian Wu Guanbin Li 121 3 0 21 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Juil Sock Adel Bibi Guohao Li 349 6 0 20 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised LearningEuropean Conference on Computer Vision (ECCV), 2024 Xiaojie Li Jianlong Wu Hefei Ling Yue Yu Yue Yu Guohao Li Min Zhang SSL 255 8 0 18 Mar 2024
TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation ModelsInternational Conference on 3D Vision (3DV), 2024 Lisa Weijler Muhammad Jehanzeb Mirza Leon Sick Can Ekkazan Pedro Hermosilla TTA 250 2 0 18 Mar 2024
Sim-to-Real Grasp Detection with Global-to-Local RGB-D AdaptationIEEE International Conference on Robotics and Automation (ICRA), 2024 Haoxiang Ma Ran Qin Modi Shi Boyang Gao Di Huang 285 8 0 18 Mar 2024
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation LearningIEEE journal of biomedical and health informatics (IEEE JBHI), 2024 Azad Singh Vandan Gorade Deepak Mishra SSL 160 7 0 18 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting Zhuliang Yu Guohao Chen Jiaxiang Wu Yifan Zhang Yaofo Chen Peilin Zhao Shuaicheng Niu TTA OOD 323 10 0 18 Mar 2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning Hyuck Lee Heeyoung Kim 312 10 0 15 Mar 2024
VANP: Learning Where to See for Navigation with Self-Supervised Vision-Action Pre-TrainingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024 Mohammad Nazeri Junzhe Wang Amirreza Payandeh Xuesu Xiao SSL ViT 305 11 0 12 Mar 2024
Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)Ophthalmology Science (Ophthalmol Sci), 2024 Robbie Holland Rebecca Kaye Ahmed M. Hagag Oliver Leingang Thomas R. P. Taylor ... H. Scholl Daniel Rueckert A. Lotery S. Sivaprasad Fernando Navarro 129 10 0 12 Mar 2024
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled FactorsInternational Conference on Learning Representations (ICLR), 2024 Jonghyun Lee Dahuin Jung Saehyung Lee Junsung Park Juhyeon Shin Uiwon Hwang Sungroh Yoon TTA AAML 227 83 0 12 Mar 2024
Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari 205 1 0 12 Mar 2024
Augmentations vs Algorithms: What Works in Self-Supervised Learning Warren Morningstar Alex Bijamov Chris Duvarney Luke Friedman Neha Kalibhat ... Philip Mansfield Renan A. Rojas-Gomez Karan Singhal Bradley Green Sushant Prakash SSL 188 16 0 08 Mar 2024
Denoising Autoregressive Representation LearningInternational Conference on Machine Learning (ICML), 2024 Yazhe Li J. Bornschein Ting Chen DiffM 232 7 0 08 Mar 2024
Membership Information Leakage in Federated Contrastive Learning Kongyang Chen Wenfeng Wang Zixin Wang Wangjun Zhang Zhipeng Li Yao Huang FedML 238 1 0 06 Mar 2024
Learning Group Activity Features Through Person Attribute Prediction Chihiro Nakatani Hiroaki Kawashima Norimichi Ukita 199 4 0 05 Mar 2024
A SAM-guided Two-stream Lightweight Model for Anomaly Detection Chenghao Li Lei Qi Xin Geng 222 16 0 29 Feb 2024
SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting Hoon Kim Minje Jang Wonjun Yoon Jisoo Lee Donghyun Na Sanghyun Woo AI4CE 289 54 0 29 Feb 2024
Autoencoder-based General Purpose Representation Learning for Customer Embedding Jan Henrik Bertrand J. P. Gargano Laurent Mombaerts Jonathan Taws Jonathan Taws OOD 181 0 0 28 Feb 2024
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation Yaofo Chen Shuaicheng Niu Yaowei Wang Shoukai Xu Hengjie Song Zhuliang Yu 322 13 0 27 Feb 2024
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning Wuyang Chen Jialin Song Pu Ren Shashank Subramanian Dmitriy Morozov Michael W. Mahoney AI4CE 404 20 0 24 Feb 2024
DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learning David Torpey Richard Klein SSL 139 5 0 23 Feb 2024
The Common Stability Mechanism behind most Self-Supervised Learning Approaches Abhishek Jha Matthew B. Blaschko Yuki M. Asano Tinne Tuytelaars SSL 121 4 0 22 Feb 2024
Multi-organ Self-supervised Contrastive Learning for Breast Lesion Segmentation Hugo Figueiras Helena Aidos Nuno C. Garcia SSL 102 0 0 21 Feb 2024
SInViG: A Self-Evolving Interactive Visual Agent for Human-Robot Interaction Jie Xu Hanbo Zhang Xinghang Li Huaping Liu Xuguang Lan Tao Kong LM&Ro 275 5 0 19 Feb 2024
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering Peijie Sun Le Wu Kun Zhang Xiangzhi Chen Mengdi Wang 138 32 0 18 Feb 2024
Affine transformation estimation improves visual self-supervised learning David Torpey Richard Klein SSL 82 1 0 14 Feb 2024
Low-Rank Approximation of Structural Redundancy for Self-Supervised LearningCLEaR (CLEaR), 2024 Kang Du Yu Xiang 140 0 0 10 Feb 2024
BarlowTwins-CXR : Enhancing Chest X-Ray abnormality localization in heterogeneous data with cross-domain self-supervised learning Haoyue Sheng Linrui Ma Jean-Francois Samson Dianbo Liu SSL 95 8 0 09 Feb 2024
Private Knowledge Sharing in Distributed Learning: A Survey Yasas Supeksala Dinh C. Nguyen Ming Ding Thilina Ranbaduge Calson Chua Jun Zhang Jun Li H. Vincent Poor 203 1 0 08 Feb 2024