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Semi-Supervised Learning

714 directly classified papers

Papers per year

Papers

Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation AAAI 2025
S4M: Boosting Semi-Supervised Instance Segmentation with SAM ICCV 2025
Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation ICCV 2025
RA-BUSSeg: Relation-aware Semi-supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-layer Alignment ICCV 2025
Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification AAAI 2025
Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025
More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning ICCV 2025
On the Learning with Augmented Class via Forests IJCAI 2025
Semi-supervised Concept Bottleneck Models ICCV 2025
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization WACV 2025
Power of Cooperative Supervision: Multiple Teachers Framework for Advanced 3D Semi-Supervised Object Detection ICCV 2025
A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning JMLR 2025
Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure WACV 2025
Robot Instance Segmentation with Few Annotations for Grasping WACV 2025
Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025
Generalized Class Discovery in Instance Segmentation AAAI 2025
Anatomical Knowledge Mining and Matching for Semi-supervised Medical Multi-structure Detection AAAI 2025
Boosting Semi-Supervised Video Action Detection with Temporal Context WACV 2025
A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025
Progressive Distribution Matching for Federated Semi-Supervised Learning AAAI 2025
ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation AAAI 2025
PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots WACV 2025
STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries ICCV 2025
Wrapped Partial Label Dimensionality Reduction via Dependence Maximization IJCAI 2025
Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset AAAI 2025