Semi-Supervised Learning

Calibration-Aware Semi-Supervised Fetal Head Segmentation with Boundary-Positive Contrast MIDL 2026 Cross-domain Dual-stream Feature Disentanglement for Brain Disorder Prediction with Sparsely Labeled PET CVPR 2026 Divide, Conquer, and Aggregate: Asymmetric Experts for Class-Imbalanced Semi-Supervised Medical Image Segmentation CVPR 2026 ECT-3DMedSAM: Efficient Cross Teaching Using Segment Anything Model for Semi-Supervised 3D Medical Image Segmentation MIDL 2026 EgoPoseFormer v2: Accurate Egocentric Human Motion Estimation for AR/VR CVPR 2026 Enforcing 3D Coherence in Semi-Supervised Segmentation for Pancreatic Tumor Histopathology from Light Sheet Fluorescence Microscopy MIDL 2026 Expanding mmWave Datasets for Human Pose Estimation with Unlabeled Data and LiDAR Datasets CVPR 2026 Free-Grained Hierarchical Visual Recognition CVPR 2026 From Softmax to Dirichlet: Evidential Learning for Semi-supervised Semantic Segmentation CVPR 2026 GenDis: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery ACL 2026 HOPE: Hybrid Optimized Parallel Encoding with Supervised and Unsupervised Semantic Fusion for Depression Symptom Detection ACL 2026 Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery CVPR 2026 Lesion-Aware Reconstruction with Principal Network: Enhancing Pseudo-Label Reliability in Semi-Supervised Clinical Lesion Detection MIDL 2026 LLM-Guided Probabilistic Fusion for Label-Efficient Document Layout Analysis CVPR 2026 PAF: Perturbation-Aware Filtering for Open-Set Semi-Supervised Learning CVPR 2026 Partial Weakly-Supervised Oriented Object Detection CVPR 2026 SDUIE: Semi-Supervised Diffusion for Underwater Image Enhancement with Quant-Text Dual Control CVPR 2026 SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning CVPR 2026 SemiGDA: Generative Dual-distribution Alignment for Semi-Supervised Medical Image Segmentation CVPR 2026 Semi-supervised Echocardiography Video Segmentation via Anchor Semantic Awareness and Continuous Pseudo-label Reforging CVPR 2026 Semi-supervised learning for linear extremile regression JMLR 2026 Spatial-SAM: Spatially Consistent 3D Electron Microscopy Segmentation with SDF Memory and Semi-Supervised Learning CVPR 2026 StableMaterials: Enhancing Diversity in Material Generation via Semi-Supervised Learning CVPR 2026 Topological-Aware Regularization for Semi-Supervised Intracranial Aneurysm Vessel Segmentation MIDL 2026 AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction AAAI 2025