Weakly Supervised Learning

Partial Label Causal Representation Learning for Instance-Dependent Supervision and Domain Generalization AAAI 2025 Partial Label Clustering IJCAI 2025 Partial-Label Learning with Conformal Candidate Cleaning UAI 2025 Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine ACL 2025 PerCoR: Evaluating Commonsense Reasoning in Persian via Multiple-Choice Sentence Completion IJCNLP 2025 PerspectiveMod: A Perspectivist Resource for Deliberative Moderation EMNLP 2025 Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances CVPR 2025 Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations AAAI 2025 PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection ICLR 2025 PointSR: Self-Regularized Point Supervision for Drone-View Object Detection CVPR 2025 PositiveCoOp: Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations WACV 2025 POT: Prototypical Optimal Transport for Weakly Supervised Semantic Segmentation CVPR 2025 PreClinIE: An Annotated Corpus for Information Extraction in Preclinical Studies ACL 2025 Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025 Preference Consistency Matters: Enhancing Preference Learning in Language Models with Automated Self-Curation of Training Corpora NAACL 2025 Pre-Trained Vision-Language Models as Noisy Partial Annotators AAAI 2025 Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation CVPR 2025 Provable weak-to-strong generalization via benign overfitting ICLR 2025 Pseudo-Label Reconstruction for Partial Multi-Label Learning IJCAI 2025 QAEval: Mixture of Evaluators for Question-Answering Task Evaluation ACL 2025 Qsco: A Quantum Scoring Module for Open-Set Supervised Anomaly Detection AAAI 2025 Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025 RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025 Realistic Evaluation of Deep Partial-Label Learning Algorithms ICLR 2025 Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding CVPR 2025