Weakly Supervised Learning

Mitigating Instance Entanglement in Instance-Dependent Partial Label Learning CVPR 2026 MVAT: Multi-View Aware Teacher for Weakly Supervised 3D Object Detection WACV 2026 Neighbor-aware Instance Refining with Noisy Labels for Cross-Modal Retrieval AAAI 2026 Neighbor-aware Label Refinement: Enhancing Unreliable Instance-Dependent Partial Labels AAAI 2026 ObjectCore - Efficient Few-shot Logical Anomaly Detection using Object Representations WACV 2026 On Coresets for End-to-end Learning from Crowds AAAI 2026 Optimized Algorithms for Text Clustering with LLM-Generated Constraints AAAI 2026 Optimizing What We Trust: Reliability-Guided QUBO Selection of Multi-Agent Weak Framing Signals for Arabic Sentiment Prediction EACL 2026 PARS: Partial-Label-Learning-inspired Recommender Systems AAAI 2026 PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data AAAI 2026 Positive-Unlabeled Regression: learning from partially labeled quantitative outcomes UAI 2026 ProCrop: Learning Aesthetic Image Cropping from Professional Compositions AAAI 2026 Prototype-Guided Supervision for Graph Learning with Noisy and Sparse Labels AAAI 2026 QuMAB: Query-based Multi-annotator Behavior Pattern Learning AAAI 2026 Reciprocal Teaching: Dynamic Multi-Model Teacher-Student Learning for Multiple Noisy Annotations WACV 2026 RefineVAD: Semantic-Guided Feature Recalibration for Weakly Supervised Video Anomaly Detection AAAI 2026 REIGNITE at AbjadMed: Imbalance-Aware Fine-Tuning of Pretrained Arabic Transformers for Arabic Medical Text Classification Task EACL 2026 Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling AAAI 2026 Rethinking Multi-Instance Learning Through Graph-Driven Fusion: A Dual-Path Approach to Adaptive Representation AAAI 2026 Robust Learning from Noisily Labeled Long-Tailed Data via Fairness Regularizer AAAI 2026 Salience-SGG: Enhancing Unbiased Scene Graph Generation with Iterative Salience Estimation WACV 2026 Selective Weak-to-Strong Generalization AAAI 2026 Semantic-Aware Feature Enhancement for Partial Label Learning AAAI 2026 Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval AAAI 2026 Semi-Supervised Hierarchical Open-Set Classification WACV 2026