Semi-Supervised Learning

Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning ICCV 2025 Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization WACV 2025 Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025 DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025 Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation AAAI 2025 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation AAAI 2025 DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation CVPR 2025 Dynamic Pseudo Labeling via Gradient Cutting for High-Low Entropy Exploration CVPR 2025 Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025 Enhancing Generalizability via Utilization of Unlabeled Data for Occupancy Perception AAAI 2025 Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025 Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation CVPR 2025 Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings JMLR 2025 ExpLay: A new Corpus Resource for the Research on Expertise as an Influential Factor on Language Production ACL 2025 Exploiting Label Skewness for Spiking Neural Networks in Federated Learning IJCAI 2025 Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation CVPR 2025 Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models EMNLP 2025 Feature Augmentation Based Test-Time Adaptation WACV 2025 Feedback Schrödinger Bridge Matching ICLR 2025 Few-shot Novel Category Discovery IJCAI 2025 Fotheidil: an Automatic Transcription System for the Irish Language COLING 2025 From Easy to Hard: Progressive Active Learning Framework for Infrared Small Target Detection with Single Point Supervision ICCV 2025 GapMatch: Bridging Instance and Model Perturbations for Enhanced Semi-Supervised Medical Image Segmentation AAAI 2025 Generalized Class Discovery in Instance Segmentation AAAI 2025 Generalized Debiased Semi-Supervised Hashing for Large-Scale Image Retrieval AAAI 2025