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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets CVPR 2021
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation CVPR 2021
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021
MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation CVPR 2021
Neural Deformation Graphs for Globally-Consistent Non-Rigid Reconstruction CVPR 2021
Self-Supervised Learning for Domain Adaptation on Point Clouds WACV 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021
Contrastive Learning Inverts the Data Generating Process ICML 2021
From Local Structures to Size Generalization in Graph Neural Networks ICML 2021
Motion Deblurring With Real Events ICCV 2021
Self-Supervised Vessel Segmentation via Adversarial Learning ICCV 2021
Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021
Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021
Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021
Source-Free Domain Adaptation for Semantic Segmentation CVPR 2021
Self-Supervised Pillar Motion Learning for Autonomous Driving CVPR 2021
Safe Local Motion Planning With Self-Supervised Freespace Forecasting CVPR 2021
SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning CVPR 2021
Revamping Cross-Modal Recipe Retrieval With Hierarchical Transformers and Self-Supervised Learning CVPR 2021
SPSG: Self-Supervised Photometric Scene Generation From RGB-D Scans CVPR 2021
CASTing Your Model: Learning To Localize Improves Self-Supervised Representations CVPR 2021
Playable Video Generation CVPR 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video CVPR 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth CVPR 2021