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semi-supervised learning

2331 papers

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Also known as

UDA FSSL SS SSGL SSL SEMISL SSSS SSOD SEMI-SL S3VM SSCL

Co-occurring keywords

text classification (6776) domain adaptation (4578) representation learning (6174) data augmentation (3037) semantic segmentation (3179) contrastive learning (3979) pseudo labeling (312) graph neural network (3945) transfer learning (5442) label propagation (185)

Papers

Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping JMLR 2022
Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks IJCNLP 2022
Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation AAAI 2022
Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer CVPR 2022
Deep Photo Scan: Semi-Supervised Learning for Dealing With the Real-World Degradation in Smartphone Photo Scanning WACV 2022
GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference AAAI 2022
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning ICML 2022
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning AISTATS 2022
Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022
Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022
Quantifying and Learning Linear Symmetry-Based Disentanglement ICML 2022
Nonlinear Feature Diffusion on Hypergraphs ICML 2022
Noisy Boundaries: Lemon or Lemonade for Semi-Supervised Instance Segmentation? CVPR 2022
SelfD: Self-Learning Large-Scale Driving Policies From the Web CVPR 2022
Semi-Supervised Semantic Segmentation With Error Localization Network CVPR 2022
Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning JMLR 2022
Less Can Be More: Sound Source Localization With a Classification Model WACV 2022
Federated Learning with Positive and Unlabeled Data ICML 2022
Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation AAAI 2022
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information ICML 2022
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals ICML 2022
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets ICML 2022
How Do You Do It? Fine-Grained Action Understanding With Pseudo-Adverbs CVPR 2022
Per-Clip Video Object Segmentation CVPR 2022
Towards Low-Cost and Efficient Malaria Detection CVPR 2022