| PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking | Jan 1, 2025 | Rgb-T TrackingTest-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 |
| Effortless Active Labeling for Long-Term Test-Time Adaptation | Jan 1, 2025 | Model OptimizationTest-time Adaptation | CodeCode Available | 0 |
| Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM | 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 |
| 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 |
| 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 |
| 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 |
| Enhancing Robustness of CLIP to Common Corruptions through Bimodal Test-Time Adaptation | Dec 3, 2024 | Test-time AdaptationZero-Shot Learning | —Unverified | 0 |
| CRISP: Object Pose and Shape Estimation with Test-Time Adaptation | Dec 2, 2024 | DecoderDomain Adaptation | —Unverified | 0 |
| R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation | Dec 2, 2024 | Self-Supervised LearningTest-time Adaptation | —Unverified | 0 |
| Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving | Nov 28, 2024 | Autonomous Drivingobject-detection | —Unverified | 0 |
| Improving Accuracy and Generalization for Efficient Visual Tracking | Nov 28, 2024 | CPUTest-time Adaptation | —Unverified | 0 |
| Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation | Nov 26, 2024 | Code GenerationContrastive Learning | CodeCode Available | 0 |
| New Test-Time Scenario for Biosignal: Concept and Its Approach | Nov 26, 2024 | Self-Supervised LearningTest-time Adaptation | —Unverified | 0 |
| DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation | Nov 25, 2024 | Large Language ModelMotion Planning | —Unverified | 0 |
| Test-time Alignment-Enhanced Adapter for Vision-Language Models | Nov 24, 2024 | Test-time Adaptation | CodeCode Available | 0 |
| Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models | Nov 21, 2024 | DenoisingSelf-Supervised Learning | —Unverified | 0 |
| Label Distribution Shift-Aware Prediction Refinement for Test-Time Adaptation | Nov 20, 2024 | Pseudo LabelTest-time Adaptation | —Unverified | 0 |
| Decentralizing Test-time Adaptation under Heterogeneous Data Streams | Nov 16, 2024 | Test-time Adaptation | —Unverified | 0 |
| StreamAdapter: Efficient Test Time Adaptation from Contextual Streams | Nov 14, 2024 | In-Context LearningTest-time Adaptation | —Unverified | 0 |