Semi-Supervised Learning

Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis ACL 2026 Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video MIDL 2026 GaussianMatch: Semi-Supervised Regression with Pseudo-Label Filtering via Multi-View Gaussian Consistency CVPR 2026 MonoSAOD: Monocular 3D Object Detection with Sparsely Annotated Label CVPR 2026 ProxyFL: A Proxy-Guided Framework for Federated Semi-Supervised Learning CVPR 2026 SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning CVPR 2026 Task Expansion and Cross Refinement for Open-World Conditional Modeling UAI 2026 TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery ACL 2026 Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering Interspeech 2025 Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection CVPR 2025 Multimodal Fusion with Semi-Supervised Learning Minimizes Annotation Quantity for Modeling Videoconference Conversation Experience Interspeech 2025 PanDA: Towards Panoramic Depth Anything with Unlabeled Panoramas and Mobius Spatial Augmentation CVPR 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025 StutterCut: Uncertainty-Guided Normalised Cut for Dysfluency Segmentation Interspeech 2025 Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation ICLR 2024 DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024 Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning IJCAI 2024 (FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning NeurIPS 2024 HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation CVPR 2024 Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos AAAI 2024 SemiReward: A General Reward Model for Semi-supervised Learning ICLR 2024 Don’t fear the unlabelled: safe semi-supervised learning via debiasing ICLR 2023 Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification ACL 2023 SLaM: Student-Label Mixing for Distillation with Unlabeled Examples NeurIPS 2023 Backdoor Defense via Decoupling the Training Process ICLR 2022