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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Title
The Pursuit of Human Labeling: A New Perspective on Unsupervised LearningNeural Information Processing Systems (NeurIPS), 2023 Artyom Gadetsky Maria Brbić 233 9 0 06 Nov 2023
CycleCL: Self-supervised Learning for Periodic VideosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Matteo Destro Michael Gygli SSL 334 5 0 05 Nov 2023
Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot ClassificationInternational Conference on Learning Representations (ICLR), 2023 Hao Zheng Runqi Wang Jianzhuang Liu Asako Kanezaki 157 11 0 04 Nov 2023
MNN: Mixed Nearest-Neighbors for Self-Supervised Learning Xianzhong Long Chen Peng Yun Li SSL 173 0 0 01 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoringEnvironmental Data Science (EDS), 2023 Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 474 16 0 01 Nov 2023
From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Ruxue Wen Hangjie Yuan Dong Ni Wenbo Xiao Yaoyao Wu OOD 163 27 0 31 Oct 2023
Adaptive Anchor Label Propagation for Transductive Few-Shot LearningInternational Conference on Information Photonics (ICIP), 2023 Michalis Lazarou Yannis Avrithis Guangyu Ren Tania Stathaki 132 1 0 30 Oct 2023
GaitFormer: Learning Gait Representations with Noisy Multi-Task LearningItalian National Conference on Sensors (INS), 2022 Adrian Cosma I. Radoi CVBM 153 18 0 30 Oct 2023
Generalized Category Discovery with Clustering Assignment ConsistencyInternational Conference on Neural Information Processing (ICONIP), 2023 Xiangli Yang Xinglin Pan Irwin King Zenglin Xu 117 5 0 30 Oct 2023
Identifiable Contrastive Learning with Automatic Feature Importance DiscoveryNeural Information Processing Systems (NeurIPS), 2023 Tao Gui Yifei Wang Yisen Wang 239 18 0 29 Oct 2023
Triplet Attention Transformer for Spatiotemporal Predictive LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Xuesong Nie Xi Chen Haoyuan Jin Zhihang Zhu Yunfeng Yan Donglian Qi ViT 144 15 0 28 Oct 2023
BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point CloudsInternational Conference on 3D Vision (3DV), 2023 Corentin Sautier Gilles Puy Alexandre Boulch Renaud Marlet Vincent Lepetit 3DPC 173 22 0 26 Oct 2023
Proposal-Contrastive Pretraining for Object Detection from Fewer DataInternational Conference on Learning Representations (ICLR), 2023 Quentin Bouniot Romaric Audigier Angélique Loesch Amaury Habrard ViT 188 4 0 25 Oct 2023
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-EncoderNeural Information Processing Systems (NeurIPS), 2023 Huiwon Jang Jihoon Tack Daewon Choi Jongheon Jeong Jinwoo Shin 192 6 0 25 Oct 2023
PET Synthesis via Self-supervised Adaptive Residual Estimation Generative Adversarial NetworkIEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2023 Yuxin Xue Lei Bi Yige Peng M. Fulham David Dagan Feng Jinman Kim MedIm 119 7 0 24 Oct 2023
Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-trainingIEEE Internet of Things Journal (IEEE IoT J.), 2023 Divij Gupta Ali Etemad 165 2 0 23 Oct 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 346 70 0 22 Oct 2023
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings Jiahao Xu Wei Shao Lihui Chen Lemao Liu FedML 301 8 0 20 Oct 2023
SILC: Improving Vision Language Pretraining with Self-Distillation Muhammad Ferjad Naeem Yongqin Xian Xiaohua Zhai Lukas Hoyer Luc Van Gool F. Tombari VLM 242 55 0 20 Oct 2023
Representation Learning via Consistent Assignment of Views over Random Partitions T. Silva Adín Ramirez Rivera SSL 251 5 0 19 Oct 2023
FUSC: Fetal Ultrasound Semantic Clustering of Second Trimester Scans Using Deep Self-supervised LearningUltrasound in Medicine and Biology (UMB), 2023 Hussain Alasmawi Leanne Bricker Mohammad Yaqub 166 4 0 19 Oct 2023
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant FeaturesIEEE journal of biomedical and health informatics (IEEE JBHI), 2023 Huayu Li Ana S. Carreon-Rascon Xiwen Chen Geng Yuan Ao Li AI4TS 167 10 0 19 Oct 2023
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy ImagesIEEE International Conference on Computer Vision (ICCV), 2023 Steffen Wolf Manan Lalit Henry Westmacott Katie McDole Jan Funke OCL 186 10 0 12 Oct 2023
SegLoc: Visual Self-supervised Learning Scheme for Dense Prediction Tasks of Security Inspection X-ray ImagesInternational Symposium on Telecommunications (IST), 2023 Shervin Halat Mohammad Rahmati Ehsan Nazerfard 292 0 0 12 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 233 20 0 10 Oct 2023
UniCrossFi: A Unified Framework For Cross-Domain Wi-Fi-based Gesture Recognition Ke Xu Zhiyong Zheng Erik Cambria Dingchang Zheng Jiangtao Wang 164 0 0 10 Oct 2023
Improving Discriminative Multi-Modal Learning with Large-Scale Pre-Trained Models Chenzhuang Du Yue Zhao Chonghua Liao Jiacheng You Jie Fu Hang Zhao 218 2 0 08 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Zhongyu Li Bo-Wen Yin Yongxiang Liu Tianpeng Liu Ming-Ming Cheng SSL 330 3 0 08 Oct 2023
ConvNeXtv2 Fusion with Mask R-CNN for Automatic Region Based Coronary Artery Stenosis Detection for Disease Diagnosis Sandesh Pokhrel Sanjay Bhandari Eduard Vazquez Yash Raj Shrestha Binod Bhattarai MedIm 106 4 0 07 Oct 2023
Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios Shuangliang Li Longhui Yuan Binhui Xie Tao Yang TTA 178 4 0 07 Oct 2023
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation Muhammad Osama Khan Junbang Liang Chun-Kai Wang Shan Yang Yu Lou MDE 183 4 0 06 Oct 2023
Diffusion Models as Masked Audio-Video Learners Elvis Nunez Yanzi Jin Mohammad Rastegari Sachin Mehta Maxwell Horton 147 2 0 05 Oct 2023
OMG-ATTACK: Self-Supervised On-Manifold Generation of Transferable Evasion Attacks Ofir Bar Tal Adi Haviv Amit H. Bermano AAML 139 0 0 05 Oct 2023
ScaleNet: An Unsupervised Representation Learning Method for Limited InformationGerman Conference on Pattern Recognition (GCPR), 2023 Huili Huang M. M. Roozbahani SSL 266 787 0 03 Oct 2023
DARTH: Holistic Test-time Adaptation for Multiple Object TrackingIEEE International Conference on Computer Vision (ICCV), 2023 Mattia Segu Bernt Schiele Fisher Yu TTA 235 14 0 03 Oct 2023
Beyond the Benchmark: Detecting Diverse Anomalies in Videos Yoav Arad Michael Werman 146 3 0 03 Oct 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited AnnotationNeural Information Processing Systems (NeurIPS), 2023 Zhangsihao Yang Mengwei Ren Kaize Ding Guido Gerig Yalin Wang SSL 191 8 0 02 Oct 2023
GhostEncoder: Stealthy Backdoor Attacks with Dynamic Triggers to Pre-trained Encoders in Self-supervised LearningComputers & security (Comput. Secur.), 2023 Qiannan Wang Changchun Yin Jiafei Wu Liming Fang Run Wang Chenhao Lin AAML 197 13 0 01 Oct 2023
Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution SegmentationSymposium on Medical Information Processing and Analysis (MIPA), 2023 Lichao Wang Jiahao Huang Xiaodan Xing Yinzhe Wu R. Rajakulasingam Andrew D. Scott Pedro F. Ferreira Ranil De Silva S. Nielles-Vallespin Guang Yang MedIm SupR 84 0 0 27 Sep 2023
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar MemoryIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Danpei Zhao Bo Yuan Z. Shi VLM CLL 248 17 0 27 Sep 2023
$M$^{3}$3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding$ M $^{3}$ 3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understandingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Muhammad Abdullah Jamal Omid Mohareri 3DPC 208 2 0 26 Sep 2023
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets Daria Reshetova Swetava Ganguli C. V. K. Iyer Vipul Pandey 175 4 0 26 Sep 2023
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive LearningNeural Information Processing Systems (NeurIPS), 2023 B. U. Demirel Christian Holz AI4TS 233 33 0 23 Sep 2023
Understanding Calibration of Deep Neural Networks for Medical Image Classification A. Sambyal Usma Niyaz N. C. Krishnan Deepti R. Bathula 218 16 0 22 Sep 2023
Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You WhereIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Zhi-Yi Chin Chieh-Ming Jiang Ching-Chun Huang Pin-Yu Chen Wei-Chen Chiu SSL 277 2 0 22 Sep 2023
A Study of Forward-Forward Algorithm for Self-Supervised Learning Jonas Brenig Radu Timofte SSL 205 6 0 21 Sep 2023
Exploring Self-supervised Skeleton-based Action Recognition in Occluded Environments Yifei Chen Kunyu Peng Alina Roitberg David Schneider Kailai Li Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 294 0 0 21 Sep 2023
Online Supervised Training of Spaceborne Vision during Proximity Operations using Adaptive Kalman FilteringIEEE International Conference on Robotics and Automation (ICRA), 2023 T. Park Simone DÁmico 299 13 0 20 Sep 2023
Weak Supervision for Label Efficient Visual Bug Detection F. Rahman 133 3 0 20 Sep 2023
Heterogeneous Generative Knowledge Distillation with Masked Image Modeling Ziming Wang Shumin Han Xiaodi Wang Jing Hao Xianbin Cao Baochang Zhang VLM 216 1 0 18 Sep 2023