| Gradient Alignment with Prototype Feature for Fully Test-time Adaptation | Feb 14, 2024 | Pseudo LabelTest-time Adaptation | —Unverified | 0 |
| BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation | Feb 13, 2024 | Test-time Adaptation | —Unverified | 0 |
| Variational Continual Test-Time Adaptation | Feb 13, 2024 | Test-time AdaptationVariational Inference | —Unverified | 0 |
| Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation | Feb 7, 2024 | Test-time Adaptation | —Unverified | 0 |
| Test-Time Adaptation for Depth Completion | Feb 5, 2024 | Depth CompletionDomain Adaptation | CodeCode Available | 1 |
| COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation | Jan 31, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 |
| Resilient Practical Test-Time Adaptation: Soft Batch Normalization Alignment and Entropy-driven Memory Bank | Jan 26, 2024 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| CNG-SFDA:Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation | Jan 26, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation | Jan 16, 2024 | Test-time Adaptation | CodeCode Available | 0 |
| Decoupled Prototype Learning for Reliable Test-Time Adaptation | Jan 15, 2024 | Domain GeneralizationTest-time Adaptation | —Unverified | 0 |
| Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting | Jan 8, 2024 | Test-time AdaptationTraffic Prediction | CodeCode Available | 1 |
| Plug-and-Play Transformer Modules for Test-Time Adaptation | Jan 6, 2024 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions | Jan 4, 2024 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation | Jan 4, 2024 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time Adaptation | Jan 2, 2024 | DiversityTest-time Adaptation | —Unverified | 0 |
| Improved Self-Training for Test-Time Adaptation | Jan 1, 2024 | Model OptimizationPseudo Label | CodeCode Available | 0 |
| Fast Adaptation for Human Pose Estimation via Meta-Optimization | Jan 1, 2024 | Auxiliary LearningImage Inpainting | —Unverified | 0 |
| TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation | Jan 1, 2024 | Test-time AdaptationVideo Frame Interpolation | CodeCode Available | 0 |
| NC-TTT: A Noise Constrastive Approach for Test-Time Training | Jan 1, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Test-Time Linear Out-of-Distribution Detection | Jan 1, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | 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 |
| Modality-Collaborative Test-Time Adaptation for Action Recognition | Jan 1, 2024 | Action RecognitionDomain Adaptation | —Unverified | 0 |
| ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation | Dec 24, 2023 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation | Dec 19, 2023 | DecoderSelf-Supervised Learning | —Unverified | 0 |
| When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection | Dec 19, 2023 | Anomaly DetectionTest-time Adaptation | CodeCode Available | 1 |
