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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

Self-Supervised Learning for Semi-Supervised Temporal Action Proposal CVPR 2021
Learning Spatial-Semantic Relationship for Facial Attribute Recognition With Limited Labeled Data CVPR 2021
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning CVPR 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting CVPR 2021
Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision CVPR 2021
Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation CVPR 2021
Denoise and Contrast for Category Agnostic Shape Completion CVPR 2021
CoCoNets: Continuous Contrastive 3D Scene Representations CVPR 2021
Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation MIDL 2021
“Train one, Classify one, Teach one” - Cross-surgery transfer learning for surgical step recognition MIDL 2021
Active Learning of Abstract Plan Feasibility RSS 2021
CDS: Cross-Domain Self-Supervised Pre-Training ICCV 2021
Model-Based 3D Hand Reconstruction via Self-Supervised Learning CVPR 2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021
Contrasting distinct structured views to learn sentence embeddings EACL 2021
Self-Supervised Multimodal Opinion Summarization IJCNLP 2021
Self-Guided Contrastive Learning for BERT Sentence Representations IJCNLP 2021
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making IJCNLP 2021
Mask-Align: Self-Supervised Neural Word Alignment IJCNLP 2021
Self-Supervised Steering Angle Prediction for Vehicle Control Using Visual Odometry AISTATS 2021
Self-Supervised Learning of Depth Inference for Multi-View Stereo CVPR 2021
Fine-Grained Foreground Retrieval via Teacher-Student Learning WACV 2021
Self-Supervised Training for Blind Multi-Frame Video Denoising WACV 2021
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized With Semantic Segmentation for Autonomous Driving WACV 2021
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement WACV 2021