Weakly Supervised Learning

Masking meets Supervision: A Strong Learning Alliance CVPR 2025 MATS: An Audio Language Model under Text-only Supervision ICML 2025 M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025 MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025 Measuring scalar constructs in social science with LLMs EMNLP 2025 Meta Label Correction with Generalization Regularizer IJCAI 2025 Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels ICCV 2025 M-Help: Using Social Media Data to Detect Mental Health Help-Seeking Signals EMNLP 2025 MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning EMNLP 2025 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025 Minimal Evidence Group Identification for Claim Verification NAACL 2025 MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages ACL 2025 MissionGNN: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation WACV 2025 Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking ACL 2025 Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement AAAI 2025 Mixture of Experts Based Multi-Task Supervise Learning from Crowds AAAI 2025 Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection ICCV 2025 MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025 Moderating the Generalization of Score-based Generative Model ICCV 2025 Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding AAAI 2025 MonoBox: Tightness-Free Box-Supervised Polyp Segmentation Using Monotonicity Constraint AAAI 2025 Moral reckoning: How reliable are dictionary-based methods for examining morality in text? NAACL 2025 MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation AAAI 2025 More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning ICCV 2025 MOSCATO: Predicting Multiple Object State Change Through Actions ICCV 2025