Semi-Supervised Learning

SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization CVPR 2025 SpatioTemporal Learning for Human Pose Estimation in Sparsely-Labeled Videos AAAI 2025 Stable Mean Teacher for Semi-supervised Video Action Detection AAAI 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025 STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries ICCV 2025 STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025 Supervised and Semi-Supervised Diffusion Maps with Label-Driven Diffusion ICLR 2025 Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation AAAI 2025 TACLE: Task and Class-Aware Exemplar-Free Semi-Supervised Class Incremental Learning WACV 2025 Tarbiat_Modares_SemEval2025_Task11_MultiLabel_Emotion_TransferLearning SemEval 2025 Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting CVPR 2025 TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency ACL 2025 Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation AAAI 2025 Towards Cost-Effective Learning: A Synergy of Semi-Supervised and Active Learning CVPR 2025 Towards Debiased Generalized Category Discovery IJCAI 2025 Towards Improved Risk Bounds for Transductive Learning IJCAI 2025 Towards Micro-Action Recognition with Limited Annotations: An Asynchronous Pseudo Labeling and Training Approach IJCAI 2025 Towards Out-of-Modal Generalization without Instance-level Modal Correspondence ICLR 2025 Towards Realistic Semi-supervised Medical Image Classification AAAI 2025 Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning ICCV 2025 Towards Regularized Mixture of Predictions for Class-Imbalanced Semi-Supervised Facial Expression Recognition IJCAI 2025 Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization ICLR 2025 Towards Scalable Topological Regularizers ICLR 2025 Towards Unbiased Learning in Semi-Supervised Semantic Segmentation ICLR 2025 Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning ICLR 2025