| TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation Learning | Jan 10, 2025 | Mixture-of-ExpertsRepresentation Learning | CodeCode Available | 0 |
| 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 |
| Realistic Test-Time Adaptation of Vision-Language Models | Jan 7, 2025 | Test-time Adaptation | CodeCode Available | 2 |
| InDeed: Interpretable image deep decomposition with guaranteed generalizability | Jan 2, 2025 | Anomaly DetectionDenoising | —Unverified | 0 |
| PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking | Jan 1, 2025 | Rgb-T TrackingTest-time Adaptation | —Unverified | 0 |
| Maintaining Consistent Inter-Class Topology in Continual Test-Time Adaptation | Jan 1, 2025 | Test-time Adaptation | —Unverified | 0 |
| Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM | Jan 1, 2025 | Test-time Adaptation | —Unverified | 0 |
| Effortless Active Labeling for Long-Term Test-Time Adaptation | Jan 1, 2025 | Model OptimizationTest-time Adaptation | CodeCode Available | 0 |
| Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation | Jan 1, 2025 | Test-time Adaptation | —Unverified | 0 |
| Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics | Jan 1, 2025 | State EstimationTest-time Adaptation | —Unverified | 0 |
| SPARNet: Continual Test-Time Adaptation via Sample Partitioning Strategy and Anti-Forgetting Regularization | Jan 1, 2025 | Test-time Adaptation | —Unverified | 0 |
| Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation | Jan 1, 2025 | DenoisingTest-time Adaptation | CodeCode Available | 1 |
| Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation | Jan 1, 2025 | ClusteringTest-time Adaptation | —Unverified | 0 |
| Maintain Plasticity in Long-timescale Continual Test-time Adaptation | Dec 28, 2024 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio | Dec 23, 2024 | Contrastive LearningPrompt Learning | —Unverified | 0 |
| Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers | Dec 22, 2024 | MemorizationTest-time Adaptation | CodeCode Available | 1 |
| Foundation Models Meet Low-Cost Sensors: Test-Time Adaptation for Rescaling Disparity for Zero-Shot Metric Depth Estimation | Dec 18, 2024 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Fully Test-time Adaptation for Tabular Data | Dec 14, 2024 | Data AugmentationTest-time Adaptation | —Unverified | 0 |
| TTAQ: Towards Stable Post-training Quantization in Continuous Domain Adaptation | Dec 13, 2024 | Domain AdaptationQuantization | —Unverified | 0 |
| Diffusion-Enhanced Test-time Adaptation with Text and Image Augmentation | Dec 12, 2024 | Image AugmentationImage Generation | CodeCode Available | 2 |
| Dynamic Prompt Allocation and Tuning for Continual Test-Time Adaptation | Dec 12, 2024 | Test-time Adaptation | CodeCode Available | 0 |
| TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram | Dec 10, 2024 | Test-time Adaptation | —Unverified | 0 |
| 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 |
