Semi-Supervised Learning

NCL-NLP at SemEval-2025 Task 11: Using Prompting engineering framework and Low Rank Adaptation of Large Language Models for Multi-label Emotion Detection SemEval 2025 Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation AAAI 2025 NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025 Noisy Label Calibration for Multi-View Classification AAAI 2025 Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification AAAI 2025 On the Adversarial Vulnerability of Label-Free Test-Time Adaptation ICLR 2025 On the Learning with Augmented Class via Forests IJCAI 2025 OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning AAAI 2025 Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025 Open-World Semi-Supervised Learning with Class Semantic Correlations IJCAI 2025 Optimizing Data Collection for Machine Learning JMLR 2025 PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots WACV 2025 PointSR: Self-Regularized Point Supervision for Drone-View Object Detection CVPR 2025 Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting CVPR 2025 Portuguese Automated Fact-checking: Information Retrieval with Claim extraction ACL 2025 Positive-Unlabeled Diffusion Models for Preventing Sensitive Data Generation ICLR 2025 Power of Cooperative Supervision: Multiple Teachers Framework for Advanced 3D Semi-Supervised Object Detection ICCV 2025 Pre-Trained Vision-Language Models as Noisy Partial Annotators AAAI 2025 Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery AAAI 2025 Probability-Density-aware Semi-supervised Learning AAAI 2025 Progressive Distribution Matching for Federated Semi-Supervised Learning AAAI 2025 PromotionGo at LeWiDi-2025: Enhancing Multilingual Irony Detection with Data-Augmented Ensembles and L1 Loss EMNLP 2025 Pseudo-Label Reconstruction for Partial Multi-Label Learning IJCAI 2025 PseudoMapTrainer: Learning Online Mapping without HD Maps ICCV 2025 Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation ICCV 2025