unlabeled data

Bypassing the Transport Plan: Dynamic Reweighting for Out-of-Distribution Detection with Optimal Transport CVPR 2026 M-Loss: Quantifying Model Merging Compatibility with Limited Unlabeled Data AAAI 2026 Semi-supervised learning for linear extremile regression JMLR 2026 Adapting Prediction Sets to Distribution Shifts Without Labels UAI 2025 All models are wrong, some are useful: Model Selection with Limited Labels AISTATS 2025 CGMatch: A Different Perspective of Semi-supervised Learning CVPR 2025 Learn How to Query from Unlabeled Data Streams in Federated Learning AAAI 2025 Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025 Leveraging Unlabeled Audio-Visual Data in Speech Emotion Recognition using Knowledge Distillation Interspeech 2025 Multisensory Machine Intelligence AAAI 2025 Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning Model ICLR 2025 SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection CVPR 2025 TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency ACL 2025 Towards the Efficient Inference by Incorporating Automated Computational Phenotypes under Covariate Shift ICML 2025 Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025 Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization CVPR 2025 AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning IJCAI 2024 AUC Optimization from Multiple Unlabeled Datasets AAAI 2024 Audio-Visual Segmentation via Unlabeled Frame Exploitation CVPR 2024 Consistent Multi-Class Classification from Multiple Unlabeled Datasets ICLR 2024 Context-Guided Diffusion for Out-of-Distribution Molecular and Protein Design ICML 2024 Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation ICLR 2024 Controller-Guided Partial Label Consistency Regularization with Unlabeled Data AAAI 2024 Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data CVPR 2024 Evolutionary Generalized Zero-Shot Learning IJCAI 2024