Weakly Supervised Learning

Comparing human and LLM proofreading in L2 writing: Impact on lexical and syntactic features ACL 2025 Complementary Label Learning with Positive Label Guessing and Negative Label Enhancement ICLR 2025 Component-Level Segmentation for Oracle Bone Inscription Decipherment AAAI 2025 Confidence Difference Reflects Various Supervised Signals in Confidence-Difference Classification ICML 2025 Conformal Prediction for Partial Label Learning AAAI 2025 Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels AAAI 2025 Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding ICLR 2025 Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV 2025 CRAAC: Consistency Regularised Active Learning with Automatic Corrections for Real-Life Road Image Annotations WACV 2025 Cross-Rejective Open-Set SAR Image Registration CVPR 2025 Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025 Debate Helps Weak-to-Strong Generalization AAAI 2025 Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025 Dehaze-RetinexGAN: Real-World Image Dehazing via Retinex-based Generative Adversarial Network AAAI 2025 DeMeVa at LeWiDi-2025: Modeling Perspectives with In-Context Learning and Label Distribution Learning EMNLP 2025 Dense Video Object Captioning from Disjoint Supervision ICLR 2025 DiffDoctor: Diagnosing Image Diffusion Models Before Treating ICCV 2025 Directional Label Diffusion Model for Learning from Noisy Labels CVPR 2025 Disagreement in Metaphor Annotation of Mexican Spanish Science Tweets COLING 2025 Disentangling Biased Knowledge from Reasoning in Large Language Models via Machine Unlearning ACL 2025 Disentangling Spatio-Temporal Knowledge for Weakly Supervised Object Detection and Segmentation in Surgical Video WACV 2025 Disentangling Subjectivity and Uncertainty for Hate Speech Annotation and Modeling using Gaze EMNLP 2025 Distribution-Consistency-Guided Multi-modal Hashing AAAI 2025 DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers EMNLP 2025 DRoP: Distributionally Robust Data Pruning ICLR 2025