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semi-supervised learning

2341 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6793) domain adaptation (4595) representation learning (6206) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) pseudo labeling (312) graph neural network (3962) transfer learning (5449) label propagation (185)

Papers

Unlabeled Data Help in Graph-Based Semi-Supervised Learning: A Bayesian Nonparametrics Perspective JMLR 2022
Semi-supervised Vision Transformers at Scale NIPS 2022
Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data ICML 2022
Class-Imbalanced Semi-Supervised Learning with Adaptive Thresholding ICML 2022
Deep Reference Priors: What is the best way to pretrain a model? ICML 2022
Efficient Learning of CNNs using Patch Based Features ICML 2022
Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images AAAI 2022
NP-Match: When Neural Processes meet Semi-Supervised Learning ICML 2022
UCC: Uncertainty Guided Cross-Head Co-Training for Semi-Supervised Semantic Segmentation CVPR 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation CVPR 2022
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