| Effective Restoration of Source Knowledge in Continual Test Time Adaptation | Nov 8, 2023 | Change DetectionTest-time Adaptation | —Unverified | 0 |
| From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation | Oct 31, 2023 | DecoderDenoising | CodeCode Available | 1 |
| Improving Entropy-Based Test-Time Adaptation from a Clustering View | Oct 31, 2023 | ClusteringTest-time Adaptation | —Unverified | 0 |
| In Search of Lost Online Test-time Adaptation: A Survey | Oct 31, 2023 | BenchmarkingGPU | 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 |
| Robustifying Language Models with Test-Time Adaptation | Oct 29, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adaptive Test-Time Personalization for Federated Learning | Oct 28, 2023 | Federated LearningPersonalized Federated Learning | CodeCode Available | 1 |
| Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition | Oct 28, 2023 | Activity RecognitionComputational Efficiency | CodeCode Available | 1 |
| Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation | Oct 20, 2023 | Continual LearningSemantic Segmentation | —Unverified | 0 |
| ClusT3: Information Invariant Test-Time Training | Oct 18, 2023 | Test-time Adaptation | CodeCode Available | 0 |
| Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation | Oct 18, 2023 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| 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 |
| Advancing Test-Time Adaptation in Wild Acoustic Test Settings | Oct 14, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| From Question to Exploration: Test-Time Adaptation in Semantic Segmentation? | Oct 9, 2023 | ClassificationSegmentation | CodeCode Available | 0 |
| Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line | Oct 7, 2023 | Model SelectionTest-time Adaptation | —Unverified | 0 |
| Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios | Oct 7, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| Bag of Tricks for Fully Test-Time Adaptation | Oct 3, 2023 | Test-time Adaptation | CodeCode Available | 0 |
| DARTH: Holistic Test-time Adaptation for Multiple Object Tracking | Oct 3, 2023 | Autonomous DrivingMultiple Object Tracking | CodeCode Available | 1 |
| 3DHR-Co: A Collaborative Test-time Refinement Framework for In-the-Wild 3D Human-Body Reconstruction Task | Oct 2, 2023 | 3D Human Pose EstimationTest-time Adaptation | —Unverified | 0 |
| VPA: Fully Test-Time Visual Prompt Adaptation | Sep 26, 2023 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization | Sep 26, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| Single Image Test-Time Adaptation for Segmentation | Sep 25, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation | Sep 24, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation | Sep 18, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 0 |
| Can Whisper perform speech-based in-context learning? | Sep 13, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Novel Training Framework for Physics-informed Neural Networks: Towards Real-time Applications in Ultrafast Ultrasound Blood Flow Imaging | Sep 9, 2023 | Test-time AdaptationTransfer Learning | —Unverified | 0 |
| REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation | Sep 7, 2023 | Test-time Adaptation | —Unverified | 0 |
| Better Practices for Domain Adaptation | Sep 7, 2023 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Domain Adaptation for Satellite-Borne Hyperspectral Cloud Detection | Sep 5, 2023 | Cloud DetectionDomain Adaptation | —Unverified | 0 |
| pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation | Sep 2, 2023 | ClusteringTest-time Adaptation | CodeCode Available | 0 |
| RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability | Aug 31, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Point-TTA: Test-Time Adaptation for Point Cloud Registration Using Multitask Meta-Auxiliary Learning | Aug 31, 2023 | Auxiliary LearningPoint Cloud Registration | —Unverified | 0 |
| Test-Time Adaptation for Point Cloud Upsampling Using Meta-Learning | Aug 31, 2023 | Meta-Learningpoint cloud upsampling | —Unverified | 0 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Is it an i or an l: Test-time Adaptation of Text Line Recognition Models | Aug 29, 2023 | Language ModellingTest-time Adaptation | —Unverified | 0 |
| DomainAdaptor: A Novel Approach to Test-time Adaptation | Aug 20, 2023 | SpecificityTest-time Adaptation | CodeCode Available | 1 |
| Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning | Aug 18, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts | Aug 17, 2023 | Test-time Adaptation | —Unverified | 0 |
| Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization | Aug 14, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction | Aug 12, 2023 | 3D Human Pose EstimationDenoising | CodeCode Available | 1 |
| GeoAdapt: Self-Supervised Test-Time Adaptation in LiDAR Place Recognition Using Geometric Priors | Aug 9, 2023 | Test-time Adaptation | CodeCode Available | 0 |
| Continual Domain Adaptation on Aerial Images under Gradually Degrading Weather | Aug 2, 2023 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 |
| Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation | Jul 28, 2023 | Image SegmentationManagement | CodeCode Available | 0 |
| Test Time Adaptation for Blind Image Quality Assessment | Jul 27, 2023 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 0 |
| Test-Time Adaptation for Nighttime Color-Thermal Semantic Segmentation | Jul 10, 2023 | Scene UnderstandingSemantic Segmentation | —Unverified | 0 |
| Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification | Jul 6, 2023 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation | Jul 2, 2023 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization | Jun 26, 2023 | Offline RLTest-time Adaptation | —Unverified | 0 |
| Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems | Jun 26, 2023 | Diversityspeech-recognition | —Unverified | 0 |