| HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation | Jul 17, 2024 | Point Cloud SegmentationPseudo Label | CodeCode Available | 1 |
| Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation | Jul 12, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Knowledge Composition using Task Vectors with Learned Anisotropic Scaling | Jul 3, 2024 | Task ArithmeticTest-time Adaptation | CodeCode Available | 1 |
| A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data | Jul 2, 2024 | Feature EngineeringHyperparameter Optimization | CodeCode Available | 1 |
| MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection | Jun 21, 2024 | 3D Object DetectionDomain Adaptation | CodeCode Available | 1 |
| 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 |
| Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation | Jun 15, 2024 | Test-time AdaptationVisual Prompting | CodeCode Available | 1 |
| OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation | Jun 12, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 |
| Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment | Jun 6, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Controllable Continual Test-Time Adaptation | May 23, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning | May 5, 2024 | Privacy PreservingTest-time Adaptation | CodeCode Available | 1 |
| CLIPArTT: Adaptation of CLIP to New Domains at Test Time | May 1, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 |
| Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments | Apr 27, 2024 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| Adversarial Reweighting with α-Power Maximization for Domain Adaptation | Apr 26, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 1 |
| In-Context Learning State Vector with Inner and Momentum Optimization | Apr 17, 2024 | In-Context LearningTest-time Adaptation | CodeCode Available | 1 |
| Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation | Apr 17, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 |
| NC-TTT: A Noise Contrastive Approach for Test-Time Training | Apr 12, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Unified Entropy Optimization for Open-Set Test-Time Adaptation | Apr 9, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Active Test-Time Adaptation: Theoretical Analyses and An Algorithm | Apr 7, 2024 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation | Apr 1, 2024 | PredictionTest-time Adaptation | CodeCode Available | 1 |
| Backpropagation-free Network for 3D Test-time Adaptation | Mar 27, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion | Mar 21, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal | Mar 12, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors | Mar 12, 2024 | ObjectPseudo Label | CodeCode Available | 1 |
| Reliable Spatial-Temporal Voxels For Multi-Modal Test-Time Adaptation | Mar 11, 2024 | Test-time Adaptation | CodeCode Available | 1 |
