Semi-Supervised Learning

Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation EMNLP 2025 Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025 Learning Textual Prompts for Open-World Semi-Supervised Learning CVPR 2025 Learning Video-Conditioned Policy on Unlabelled Data with Joint Embedding Predictive Transformer ICLR 2025 Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data NAACL 2025 Learning with Noisy Triplet Correspondence for Composed Image Retrieval CVPR 2025 Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space AAAI 2025 Leveraging Moment Injection for Enhanced Semi-supervised Natural Language Inference with Large Language Models NAACL 2025 Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection CVPR 2025 Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025 Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning AAAI 2025 LlamaPIE: Proactive In-Ear Conversation Assistants ACL 2025 LLM-Guided Co-Training for Text Classification EMNLP 2025 Low-Confidence Gold: Refining Low-Confidence Samples for Efficient Instruction Tuning EMNLP 2025 M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking AAAI 2025 Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-Mismatch CVPR 2025 Minimizing Labeled, Maximizing Unlabeled: An Image-Driven Approach for Video Instance Segmentation CVPR 2025 More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning ICCV 2025 MOS: Modeling Object-Scene Associations in Generalized Category Discovery CVPR 2025 Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised Detection AAAI 2025 Multi-Label Test-Time Adaptation with Bound Entropy Minimization ICLR 2025 MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification EMNLP 2025 Multi-Prompting Decoder Helps Better Language Understanding ACL 2025 Multi-Task Learning of Classification and Generation for Set-Structured Data WACV 2025 NAVER LABS Europe Submission to the Instruction-following Track ACL 2025