| Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal Study | Feb 5, 2025 | DecoderDomain Adaptation | CodeCode Available | 1 |
| Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization | Jan 23, 2025 | Test-time Adaptation | CodeCode Available | 1 |
| Training-Free Zero-Shot Temporal Action Detection with Vision-Language Models | Jan 23, 2025 | Action DetectionPseudo Label | CodeCode Available | 1 |
| Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation | Jan 9, 2025 | Test-time AdaptationTime Series | CodeCode Available | 1 |
| Online Gaussian Test-Time Adaptation of Vision-Language Models | Jan 8, 2025 | Test-time Adaptation | CodeCode Available | 1 |
| Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation | Jan 1, 2025 | DenoisingTest-time Adaptation | CodeCode Available | 1 |
| Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers | Dec 22, 2024 | MemorizationTest-time Adaptation | CodeCode Available | 1 |
| T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs | Dec 10, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| Bridging the Gap for Test-Time Multimodal Sentiment Analysis | Dec 10, 2024 | Multimodal Sentiment AnalysisPseudo Label | CodeCode Available | 1 |
| DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition | Nov 20, 2024 | Activity RecognitionDomain Generalization | CodeCode Available | 1 |
| Beyond Model Adaptation at Test Time: A Survey | Nov 6, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging | Nov 2, 2024 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight | Oct 21, 2024 | 3D Semantic Scene Completion3D Semantic Segmentation | CodeCode Available | 1 |
| BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping | Oct 20, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models | Oct 16, 2024 | Computational EfficiencyTest-time Adaptation | CodeCode Available | 1 |
| Is Less More? Exploring Token Condensation as Training-free Adaptation for CLIP | Oct 16, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts | Oct 9, 2024 | Test-time AdaptationWorld Knowledge | CodeCode Available | 1 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 |
| Test-time Adaptation for Regression by Subspace Alignment | Oct 4, 2024 | regressionTest-time Adaptation | CodeCode Available | 1 |
| PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation | Oct 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation | Aug 14, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition | Aug 11, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| UniTTA: Unified Benchmark and Versatile Framework Towards Realistic Test-Time Adaptation | Jul 29, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay | Jul 22, 2024 | Outlier DetectionTest-time Adaptation | CodeCode Available | 1 |
| Robust Calibration of Large Vision-Language Adapters | Jul 18, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 |
