| LeanTTA: A Backpropagation-Free and Stateless Approach to Quantized Test-Time Adaptation on Edge Devices | Mar 20, 2025 | QuantizationTest-time Adaptation | —Unverified | 0 |
| SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting | Mar 17, 2025 | AttributeTest-time Adaptation | CodeCode Available | 0 |
| Online Test-time Adaptation for 3D Human Pose Estimation: A Practical Perspective with Estimated 2D Poses | Mar 14, 2025 | 3D Human Pose EstimationPose Estimation | —Unverified | 0 |
| Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models | Mar 12, 2025 | Test-time Adaptation | —Unverified | 0 |
| Bayesian Test-Time Adaptation for Vision-Language Models | Mar 12, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors | Mar 11, 2025 | Test-time Adaptation | —Unverified | 0 |
| IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement | Mar 6, 2025 | 3D InpaintingImage Inpainting | —Unverified | 0 |
| Attention Bootstrapping for Multi-Modal Test-Time Adaptation | Mar 4, 2025 | Test-time Adaptation | —Unverified | 0 |
| Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises | Mar 4, 2025 | Test-time Adaptation | CodeCode Available | 0 |
| FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus | Feb 28, 2025 | AllTest-time Adaptation | —Unverified | 0 |
| Space Rotation with Basis Transformation for Training-free Test-Time Adaptation | Feb 27, 2025 | Test-time Adaptation | —Unverified | 0 |
| Structural Alignment Improves Graph Test-Time Adaptation | Feb 25, 2025 | Fraud DetectionTest-time Adaptation | —Unverified | 0 |
| Minima Possible Weights: A Homogenous Deep Ensemble Method for Cross-Subject Motor Imagery Classification | Feb 18, 2025 | Brain Computer InterfaceEnsemble Learning | CodeCode Available | 0 |
| Semantics-aware Test-time Adaptation for 3D Human Pose Estimation | Feb 15, 2025 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 |
| Billet Number Recognition Based on Test-Time Adaptation | Feb 13, 2025 | Scene Text RecognitionTest-time Adaptation | —Unverified | 0 |
| Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation | Feb 12, 2025 | SensitivityTest-time Adaptation | —Unverified | 0 |
| Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound | Feb 12, 2025 | AnatomyTest-time Adaptation | CodeCode Available | 0 |
| Conformal Uncertainty Indicator for Continual Test-Time Adaptation | Feb 5, 2025 | Conformal PredictionTest-time Adaptation | —Unverified | 0 |
| Test-time Loss Landscape Adaptation for Zero-Shot Generalization in Vision-Language Models | Jan 31, 2025 | Domain GeneralizationTest-time Adaptation | —Unverified | 0 |
| Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks | Jan 15, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation Learning | Jan 10, 2025 | Mixture-of-ExpertsRepresentation Learning | CodeCode Available | 0 |
| InDeed: Interpretable image deep decomposition with guaranteed generalizability | Jan 2, 2025 | Anomaly DetectionDenoising | —Unverified | 0 |
| Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation | Jan 1, 2025 | ClusteringTest-time Adaptation | —Unverified | 0 |
| Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation | Jan 1, 2025 | Test-time Adaptation | —Unverified | 0 |
| Maintaining Consistent Inter-Class Topology in Continual Test-Time Adaptation | Jan 1, 2025 | Test-time Adaptation | —Unverified | 0 |
| 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 | CodeCode Available | 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 |