Semi-Supervised Learning

CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation CVPR 2024 Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning NeurIPS 2024 Debiased Novel Category Discovering and Localization AAAI 2024 Decoupled Pseudo-labeling for Semi-Supervised Monocular 3D Object Detection CVPR 2024 Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object Detection AAAI 2024 DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024 FaceLift: Semi-supervised 3D Facial Landmark Localization CVPR 2024 FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers AAAI 2024 (FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning NeurIPS 2024 Fully Data-Driven Pseudo Label Estimation for Pointly-Supervised Panoptic Segmentation AAAI 2024 HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object Detection CVPR 2024 Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning ACL 2024 Inconsistency-Based Data-Centric Active Open-Set Annotation AAAI 2024 Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos AAAI 2024 Learning Real-World Image De-weathering with Imperfect Supervision AAAI 2024 LEOD: Label-Efficient Object Detection for Event Cameras CVPR 2024 Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection AAAI 2024 Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework AAAI 2024 Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL 2024 Persistence Homology Distillation for Semi-supervised Continual Learning NeurIPS 2024 PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness CVPR 2024 Point-VOS: Pointing Up Video Object Segmentation CVPR 2024 RankMatch: Exploring the Better Consistency Regularization for Semi-supervised Semantic Segmentation CVPR 2024 Response Enhanced Semi-supervised Dialogue Query Generation AAAI 2024 Revisiting Open-Set Panoptic Segmentation AAAI 2024