Weakly Supervised Learning

Dual Debiasing for Noisy In-Context Learning for Text Generation ACL 2025 DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025 DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension CVPR 2025 Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025 Dynamic Reference Extraction and Linking across Multiple Scholarly Knowledge Graphs AACL 2025 DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition NAACL 2025 EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion AAAI 2025 Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function AAAI 2025 Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025 Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos WACV 2025 Enhanced Sample Selection with Confidence Tracking: Identifying Correctly Labeled Yet Hard-to-Learn Samples in Noisy Data AAAI 2025 Enhancing 3D Gaze Estimation in the Wild using Weak Supervision with Gaze Following Labels CVPR 2025 Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025 Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025 Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling CVPR 2025 EVICheck: Evidence-Driven Independent Reasoning and Combined Verification Method for Fact-Checking IJCAI 2025 Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation CVPR 2025 ExpertAF: Expert Actionable Feedback from Video CVPR 2025 Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild IJCAI 2025 Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation CVPR 2025 Fast Multi-Instance Partial-Label Learning AAAI 2025 Feature Engineering is not Dead: A Step Towards State of the Art for Arabic Automated Essay Scoring EMNLP 2025 Feature-Level and Spatial-Level Activation Expansion for Weakly-Supervised Semantic Segmentation WACV 2025 Federated Learning with Sample-level Client Drift Mitigation AAAI 2025 Federated Weakly Supervised Video Anomaly Detection with Multimodal Prompt AAAI 2025