| Improved Self-Training for Test-Time Adaptation | Jan 1, 2024 | Model OptimizationPseudo Label | CodeCode Available | 0 | 5 |
| TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation Learning | Jan 10, 2025 | Mixture-of-ExpertsRepresentation Learning | CodeCode Available | 0 | 5 |
| Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises | Mar 4, 2025 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| Single-Shot Domain Adaptation via Target-Aware Generative Augmentation | Oct 29, 2022 | AttributeDomain Adaptation | CodeCode Available | 0 | 5 |
| Self-supervised Amodal Video Object Segmentation | Oct 23, 2022 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Self-Train Before You Transcribe | Jun 17, 2024 | Domain AdaptationLanguage Modelling | CodeCode Available | 0 | 5 |
| Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation | Jun 7, 2025 | Camouflaged Object SegmentationFeature Correlation | CodeCode Available | 0 | 5 |
| Target-Aware Generative Augmentations for Single-Shot Adaptation | May 22, 2023 | AttributeObject Recognition | CodeCode Available | 0 | 5 |
| Test Time Adaptation for Blind Image Quality Assessment | Jul 27, 2023 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 0 | 5 |
| Test-time Alignment-Enhanced Adapter for Vision-Language Models | Nov 24, 2024 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation | Jul 28, 2023 | Image SegmentationManagement | CodeCode Available | 0 | 5 |
| SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting | Mar 17, 2025 | AttributeTest-time Adaptation | CodeCode Available | 0 | 5 |
| SAM-aware Test-time Adaptation for Universal Medical Image Segmentation | Jun 5, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| GeoAdapt: Self-Supervised Test-Time Adaptation in LiDAR Place Recognition Using Geometric Priors | Aug 9, 2023 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study | Feb 9, 2023 | Imitation LearningQuestion Answering | CodeCode Available | 0 | 5 |
| RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images | Mar 22, 2024 | Domain GeneralizationTest-time Adaptation | CodeCode Available | 0 | 5 |
| Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement | Jun 25, 2025 | Surgical phase recognitionTest-time Adaptation | CodeCode Available | 0 | 5 |
| pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation | Sep 2, 2023 | ClusteringTest-time Adaptation | CodeCode Available | 0 | 5 |
| Parameter-Selective Continual Test-Time Adaptation | Jul 2, 2024 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| A Field of Experts Prior for Adapting Neural Networks at Test Time | Feb 10, 2022 | AnatomyLesion Segmentation | CodeCode Available | 0 | 5 |
| PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time Adaptation | Mar 15, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Few-Shot Adaptation of Pre-Trained Networks for Domain Shift | May 30, 2022 | Domain Adaptationdomain classification | CodeCode Available | 0 | 5 |
| Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering | Jun 11, 2023 | Decision MakingExtractive Question-Answering | CodeCode Available | 0 | 5 |
| Bag of Tricks for Fully Test-Time Adaptation | Oct 3, 2023 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| Minima Possible Weights: A Homogenous Deep Ensemble Method for Cross-Subject Motor Imagery Classification | Feb 18, 2025 | Brain Computer InterfaceEnsemble Learning | CodeCode Available | 0 | 5 |
