Semi-Supervised Learning

A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation CVPR 2025 A Semi-supervised Scalable Unified Framework for E-commerce Query Classification ACL 2025 A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains CVPR 2025 A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025 A Unified Framework for Heterogeneous Semi-supervised Learning CVPR 2025 A Unified Supervised and Unsupervised Dialogue Topic Segmentation Framework Based on Utterance Pair Modeling NAACL 2025 Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025 Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ACL 2025 Balancing Imbalance: Data-Scarce Urban Flow Prediction via Spatio-Temporal Balanced Transfer Learning IJCAI 2025 BANGS: Game-theoretic Node Selection for Graph Self-Training ICLR 2025 beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation CVPR 2025 Beyond Clean Training Data: A Versatile and Model-Agnostic Framework for Out-of-Distribution Detection with Contaminated Training Data CVPR 2025 Beyond Virtual Points: Depth-Enhanced LiDAR-only 3D Object Detection with Semi-Supervised Learning (Student Abstract) AAAI 2025 Bi-Level Optimization for Semi-Supervised Learning with Pseudo-Labeling AAAI 2025 BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025 Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction AAAI 2025 Boosting Semi-Supervised Video Action Detection with Temporal Context WACV 2025 Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation CVPR 2025 Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer CVPR 2025 Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition ICCV 2025 Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025 Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification EMNLP 2025 CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning ICCV 2025 CDAˆ2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis COLING 2025 CGMatch: A Different Perspective of Semi-supervised Learning CVPR 2025