| 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 |
| Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation | Apr 17, 2024 | Pseudo LabelTest-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 |
| 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 |
| Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors | Mar 12, 2024 | ObjectPseudo Label | 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 |
| Reliable Spatial-Temporal Voxels For Multi-Modal Test-Time Adaptation | Mar 11, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Harnessing Meta-Learning for Improving Full-Frame Video Stabilization | Mar 6, 2024 | Meta-LearningTest-time Adaptation | CodeCode Available | 1 |
| Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation | Feb 14, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Test-Time Adaptation for Depth Completion | Feb 5, 2024 | Depth CompletionDomain Adaptation | CodeCode Available | 1 |
| Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting | Jan 8, 2024 | Test-time AdaptationTraffic Prediction | CodeCode Available | 1 |
| Test-Time Linear Out-of-Distribution Detection | Jan 1, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| NC-TTT: A Noise Constrastive Approach for Test-Time Training | Jan 1, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| What How and When Should Object Detectors Update in Continually Changing Test Domains? | Jan 1, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection | Dec 19, 2023 | Anomaly DetectionTest-time Adaptation | CodeCode Available | 1 |
| What, How, and When Should Object Detectors Update in Continually Changing Test Domains? | Dec 12, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects | Dec 12, 2023 | Camouflaged Object Segmentation with a Single Task-generic Promptobject-detection | CodeCode Available | 1 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Calibration-free online test-time adaptation for electroencephalography motor imagery decoding | Nov 30, 2023 | EEGMotor Imagery | CodeCode Available | 1 |
| 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 |
| Persistent Test-time Adaptation in Recurring Testing Scenarios | Nov 30, 2023 | DiagnosticTest-time Adaptation | CodeCode Available | 1 |
| Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback | Nov 27, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| TEA: Test-time Energy Adaptation | Nov 24, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation | Nov 22, 2023 | NavigateTest-time Adaptation | CodeCode Available | 1 |
| Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation | Nov 16, 2023 | Domain GeneralizationMedical Diagnosis | CodeCode Available | 1 |
| In Search of Lost Online Test-time Adaptation: A Survey | Oct 31, 2023 | BenchmarkingGPU | CodeCode Available | 1 |
| From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation | Oct 31, 2023 | DecoderDenoising | CodeCode Available | 1 |
| Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction | Oct 29, 2023 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 |
| Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition | Oct 28, 2023 | Activity RecognitionComputational Efficiency | CodeCode Available | 1 |
| Adaptive Test-Time Personalization for Federated Learning | Oct 28, 2023 | Federated LearningPersonalized Federated Learning | CodeCode Available | 1 |
| Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation | Oct 17, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| SoTTA: Robust Test-Time Adaptation on Noisy Data Streams | Oct 16, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 |
