| DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition | Nov 20, 2024 | Activity RecognitionDomain Generalization | CodeCode Available | 1 | 5 |
| A Probabilistic Framework for Lifelong Test-Time Adaptation | Dec 19, 2022 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation | Apr 25, 2023 | Domain GeneralizationTest-time Adaptation | CodeCode Available | 1 | 5 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data | Jul 2, 2024 | Feature EngineeringHyperparameter Optimization | 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 |
| C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion | Mar 21, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction | Aug 12, 2023 | 3D Human Pose EstimationDenoising | CodeCode Available | 1 | 5 |
| Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment | Jun 6, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Beyond Model Adaptation at Test Time: A Survey | Nov 6, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Contrastive Test-Time Adaptation | Apr 21, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization | Mar 3, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Active Test-Time Adaptation: Theoretical Analyses and An Algorithm | Apr 7, 2024 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Controllable Continual Test-Time Adaptation | May 23, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation | Apr 1, 2024 | PredictionTest-time Adaptation | CodeCode Available | 1 | 5 |
| Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation | Jun 15, 2024 | Test-time AdaptationVisual Prompting | CodeCode Available | 1 | 5 |
| Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification | Jul 6, 2023 | BenchmarkingDomain Adaptation | CodeCode Available | 1 | 5 |
| Adaptive Test-Time Personalization for Federated Learning | Oct 28, 2023 | Federated LearningPersonalized Federated Learning | CodeCode Available | 1 | 5 |
| Continual Predictive Learning from Videos | Apr 12, 2022 | Continual LearningPrediction | CodeCode Available | 1 | 5 |
| Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation | Nov 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech | Jun 16, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction | Oct 29, 2023 | Image Super-ResolutionSuper-Resolution | 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 |
| BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping | Oct 20, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Adversarial Reweighting with α-Power Maximization for Domain Adaptation | Apr 26, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 1 | 5 |
