Weakly Supervised Learning

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing ICCV 2025 Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025 Multi-Instance Multi-Label Classification from Crowdsourced Labels AAAI 2025 Multi-Label Prototype Visual Spatial Search for Weakly Supervised Semantic Segmentation CVPR 2025 Multi-modal Identity Extraction ICCV 2025 Multiplicative Logit Adjustment Approximates Neural-Collapse-Aware Decision Boundary Adjustment ICLR 2025 Multispectral Pedestrian Detection with Sparsely Annotated Label AAAI 2025 Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025 Navigating Towards Fairness with Data Selection AAAI 2025 NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection ICCV 2025 New Algorithms for the Learning-Augmented k-means Problem ICLR 2025 NLIP at BEA 2025 Shared Task: Evaluation of Pedagogical Ability of AI Tutors ACL 2025 Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning IJCAI 2025 Noise Separation guided Candidate Label Reconstruction for Noisy Partial Label Learning ICLR 2025 Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025 Noisy Label Calibration for Multi-View Classification AAAI 2025 Non-directive corpus annotation to reveal individual perspectives with underspecified guidelines: the case of mental workload EMNLP 2025 NUTMEG: Separating Signal From Noise in Annotator Disagreement EMNLP 2025 OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025 On Crowdsourcing Task Design for Discourse Relation Annotation COLING 2025 Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python JMLR 2025 Optimized Gradient Clipping for Noisy Label Learning AAAI 2025 Optimizing Label Assignment for Weakly Supervised Person Search AAAI 2025 OVA-Fields: Weakly Supervised Open-Vocabulary Affordance Fields for Robot Operational Part Detection ICCV 2025 ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction COLING 2025