| Controllable Continual Test-Time Adaptation | May 23, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts | Oct 8, 2022 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Adversarial Reweighting with α-Power Maximization for Domain Adaptation | Apr 26, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 1 | 5 |
| Feature Alignment and Uniformity for Test Time Adaptation | Mar 20, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
| COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation | Mar 30, 2025 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments | Apr 27, 2024 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 | 5 |
| Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation | Jan 9, 2025 | Test-time AdaptationTime Series | CodeCode Available | 1 | 5 |
| MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection | Jun 21, 2024 | 3D Object DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| Test time Adaptation through Perturbation Robustness | Oct 19, 2021 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 | 5 |
| CNG-SFDA:Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation | Jan 26, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 0 | 5 |
| ClusT3: Information Invariant Test-Time Training | Oct 18, 2023 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation | Jul 23, 2024 | Computational EfficiencyTest-time Adaptation | CodeCode Available | 0 | 5 |
| Dynamic Prompt Allocation and Tuning for Continual Test-Time Adaptation | Dec 12, 2024 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models | Nov 21, 2024 | DenoisingSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Test-Time Adaptation with Binary Feedback | May 24, 2025 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation | Aug 26, 2024 | Domain AdaptationPrediction | CodeCode Available | 0 | 5 |
| Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View Synthesis | Oct 5, 2024 | Image GenerationPose Estimation | CodeCode Available | 0 | 5 |
| AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation | Sep 18, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 0 | 5 |
| DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection | Jun 19, 2024 | 3D Object Detectionobject-detection | 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 |
| Domain Generalization of 3D Object Detection by Density-Resampling | Nov 17, 2023 | 3D Object DetectionData Augmentation | CodeCode Available | 0 | 5 |
| Domain-Conditioned Transformer for Fully Test-time Adaptation | Oct 14, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 | 5 |
| Domain Alignment Meets Fully Test-Time Adaptation | Jul 9, 2022 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 | 5 |
| APCoTTA: Continual Test-Time Adaptation for Semantic Segmentation of Airborne LiDAR Point Clouds | May 15, 2025 | Point Cloud SegmentationScene Understanding | CodeCode Available | 0 | 5 |
| Target-Aware Generative Augmentations for Single-Shot Adaptation | May 22, 2023 | AttributeObject Recognition | CodeCode Available | 0 | 5 |
| Do Machine Learning Models Learn Statistical Rules Inferred from Data? | Mar 2, 2023 | Common Sense ReasoningImputation | 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 |
| Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams | Jul 16, 2024 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| Improved Self-Training for Test-Time Adaptation | Jan 1, 2024 | Model OptimizationPseudo Label | 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 |
| 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 |
| Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations | Oct 4, 2024 | Anomaly DetectionTest-time Adaptation | 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 |
| TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution Alignment | May 5, 2025 | 3D Object RetrievalLanguage Modeling | 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 |
| SAM-aware Test-time Adaptation for Universal Medical Image Segmentation | Jun 5, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Introducing Intermediate Domains for Effective Self-Training during Test-Time | Aug 16, 2022 | Domain AdaptationScene Segmentation | CodeCode Available | 0 | 5 |
| A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-Time Adaptation for Vision-Language Models | May 23, 2024 | Image ClassificationPrompt Engineering | 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 Mean Teacher for Continual and Gradual Test-Time Adaptation | Nov 23, 2022 | Contrastive LearningTest-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 |
| 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 |
| SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting | Mar 17, 2025 | AttributeTest-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 |
