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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Using Correspondence Patterns to Identify Irregular Words in Cognate Sets Through Leave-One-Out Validation EACL 2026
Diffusion-Assisted Progressive Learning for Weakly Supervised Phrase Localization AAAI 2026
Can Reasoning Help Large Language Models Capture Human Annotator Disagreement? EACL 2026
Cross-lingual and Word-Independent Methods for Quantifying Degree of Grammaticalization EACL 2026
CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering WACV 2026
Learning to Tell Apart: Weakly Supervised Video Anomaly Detection via Disentangled Semantic Alignment AAAI 2026
SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning ICCV 2025
Multi-modal Identity Extraction ICCV 2025
LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task EMNLP 2025
twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements EMNLP 2025
TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities EMNLP 2025
Identifying Noise in Human-Created Datasets using Training Dynamics from Generative Models EMNLP 2025
Learning Class Prototypes for Unified Sparse-Supervised 3D Object Detection CVPR 2025
Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer CVPR 2025
Multi-Label Prototype Visual Spatial Search for Weakly Supervised Semantic Segmentation CVPR 2025
ExpertAF: Expert Actionable Feedback from Video CVPR 2025
Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions CVPR 2025
Instance-wise Supervision-level Optimization in Active Learning CVPR 2025
FFR: Frequency Feature Rectification for Weakly Supervised Semantic Segmentation CVPR 2025
Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization CVPR 2025
POT: Prototypical Optimal Transport for Weakly Supervised Semantic Segmentation CVPR 2025
Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection ICCV 2025
Learning Visual Composition through Improved Semantic Guidance CVPR 2025
TRKT: Weakly Supervised Dynamic Scene Graph Generation with Temporal-enhanced Relation-aware Knowledge Transferring ICCV 2025
Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV 2025