Weakly Supervised Learning

ABCD-LINK: Annotation Bootstrapping for Cross-Document Fine-Grained Links EACL 2026 Adaptive Momentum and EMA-weighted Modeling for Imbalanced Label Distribution Learning AAAI 2026 AI4PC-Howard University at SemEval-2026 Task 9: Evaluating Teacher-Student Weak Supervision and Direct LLM Prompting for Multilingual Political Polarization Detection SemEval 2026 AI-Driven Marine Robotics: Emerging Trends in Underwater Perception and Ecosystem Monitoring AAAI 2026 Aligning Attention with Human Rationales for Self-Explaining Hate Speech Detection AAAI 2026 A Probabilistic Circuit Framework for Interpretable Graph PU Learning UAI 2026 A Selective Under-Sampling (SUS) Method for Imbalanced Regression (Abstract Reprint) AAAI 2026 Attribution Analysis-based Concept Alignment: A Human-in-the-loop Data Debugging Framework AAAI 2026 Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization AAAI 2026 Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction EACL 2026 CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles WACV 2026 Can Reasoning Help Large Language Models Capture Human Annotator Disagreement? EACL 2026 CLASP: Cross-modal Salient Anchor-based Semantic Propagation for Weakly-supervised Dense Audio-Visual Event Localization AAAI 2026 Classifier-induced Reciprocal Points for Multi-label Open-set Recognition AAAI 2026 CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering WACV 2026 Cluster-based Pseudo-labeling for Semi-Supervised LiDAR Semantic Segmentation WACV 2026 Constrained Molecule Generation Modelled Using the Grammar Constraint AAAI 2026 Context-Aware Patch Representations for Multiple Instance Learning MIDL 2026 Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics AAAI 2026 Cross-lingual and Word-Independent Methods for Quantifying Degree of Grammaticalization EACL 2026 DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation AAAI 2026 Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning WACV 2026 Diffusion-Assisted Progressive Learning for Weakly Supervised Phrase Localization AAAI 2026 Distribution Highlighted Reference-based Label Distribution Learning for Facial Age Estimation WACV 2026 Dual Graph Disambiguation for Multi-Instance Partial-Label Learning AAAI 2026