Semi-Supervised Learning

NodeMixup: Tackling Under-Reaching for Graph Neural Networks AAAI 2024 Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024 Novel Class Discovery for Ultra-Fine-Grained Visual Categorization CVPR 2024 Novel Class Discovery in Chest X-rays via Paired Images and Text AAAI 2024 OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation CVPR 2024 Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff NeurIPS 2024 On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis for Parametric Models JMLR 2024 On Diffusion Modeling for Anomaly Detection ICLR 2024 Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization ACL 2024 Optimization Framework for Semi-supervised Attributed Graph Coarsening UAI 2024 Out-Of-Domain Unlabeled Data Improves Generalization ICLR 2024 OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning NeurIPS 2024 Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning IJCAI 2024 Pearls from Pebbles: Improved Confidence Functions for Auto-labeling NeurIPS 2024 Persistence Homology Distillation for Semi-supervised Continual Learning NeurIPS 2024 PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance AAAI 2024 PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness CVPR 2024 Plausible Extractive Rationalization through Semi-Supervised Entailment Signal ACL 2024 Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation CVPR 2024 Predicting Entity Salience in Extremely Short Documents EMNLP 2024 Predicting Initial Essay Quality Scores to Increase the Efficiency of Comparative Judgment Assessments NAACL 2024 Private Learning with Public Features AISTATS 2024 PROGRAM: PROtotype GRAph Model based Pseudo-Label Learning for Test-Time Adaptation ICLR 2024 Progressive Exploration-Conformal Learning for Sparsely Annotated Object Detection in Aerial Images NeurIPS 2024 Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment AAAI 2024