| 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 Accuracy and Generalization for Efficient Visual Tracking | Nov 28, 2024 | CPUTest-time Adaptation | —Unverified | 0 |
| Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving | Nov 28, 2024 | Autonomous Drivingobject-detection | —Unverified | 0 |
| New Test-Time Scenario for Biosignal: Concept and Its Approach | Nov 26, 2024 | Self-Supervised LearningTest-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 |
| 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 |
| DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition | Nov 20, 2024 | Activity RecognitionDomain Generalization | CodeCode Available | 1 |
| 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 |
| Searching Latent Program Spaces | Nov 13, 2024 | ARCProgram induction | CodeCode Available | 2 |
| Uncertainty-Aware Test-Time Adaptation for Inverse Consistent Diffeomorphic Lung Image Registration | Nov 12, 2024 | Image RegistrationTest-time Adaptation | —Unverified | 0 |
| UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models | Nov 11, 2024 | Test-time AdaptationTransductive Learning | CodeCode Available | 0 |
| Beyond Model Adaptation at Test Time: A Survey | Nov 6, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging | Nov 2, 2024 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding | Nov 1, 2024 | Test-time Adaptation | —Unverified | 0 |
| Analytic Continual Test-Time Adaptation for Multi-Modality Corruption | Oct 29, 2024 | Pseudo LabelTest-time Adaptation | —Unverified | 0 |
| Test-time Adaptation for Cross-modal Retrieval with Query Shift | Oct 21, 2024 | Cross-Modal RetrievalDiversity | —Unverified | 0 |
| TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight | Oct 21, 2024 | 3D Semantic Scene Completion3D Semantic Segmentation | CodeCode Available | 1 |
| BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping | Oct 20, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Feature Augmentation based Test-Time Adaptation | Oct 18, 2024 | Test-time Adaptation | —Unverified | 0 |
| Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation | Oct 17, 2024 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Is Less More? Exploring Token Condensation as Training-free Adaptation for CLIP | Oct 16, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models | Oct 16, 2024 | Computational EfficiencyTest-time Adaptation | CodeCode Available | 1 |
| Test-time adaptation for image compression with distribution regularization | Oct 16, 2024 | DecoderImage Compression | —Unverified | 0 |
| Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation | Oct 14, 2024 | Recommendation SystemsTest-time Adaptation | —Unverified | 0 |
| Domain-Conditioned Transformer for Fully Test-time Adaptation | Oct 14, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 |
| MITA: Bridging the Gap between Model and Data for Test-time Adaptation | Oct 12, 2024 | Test-time Adaptation | —Unverified | 0 |
| AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments | Oct 10, 2024 | Autonomous DrivingScheduling | —Unverified | 0 |
| Test-Time Intensity Consistency Adaptation for Shadow Detection | Oct 10, 2024 | DecoderDiversity | —Unverified | 0 |
| LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts | Oct 9, 2024 | Test-time AdaptationWorld Knowledge | CodeCode Available | 1 |
| AdaRC: Mitigating Graph Structure Shifts during Test-Time | Oct 9, 2024 | AttributeTest-time Adaptation | —Unverified | 0 |
| Toward generalizable learning of all (linear) first-order methods via memory augmented Transformers | Oct 8, 2024 | AllMixture-of-Experts | —Unverified | 0 |
| On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning | Oct 7, 2024 | Data PoisoningTest-time Adaptation | —Unverified | 0 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 |
| Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View Synthesis | Oct 5, 2024 | Image GenerationPose Estimation | CodeCode Available | 0 |
| Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations | Oct 4, 2024 | Anomaly DetectionTest-time Adaptation | CodeCode Available | 0 |
| Test-time Adaptation for Regression by Subspace Alignment | Oct 4, 2024 | regressionTest-time Adaptation | CodeCode Available | 1 |
| PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation | Oct 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DOTA: Distributional Test-Time Adaptation of Vision-Language Models | Sep 28, 2024 | Test-time Adaptation | —Unverified | 0 |
| Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement | Sep 25, 2024 | Test-time Adaptation | —Unverified | 0 |
| Personalized Speech Recognition for Children with Test-Time Adaptation | Sep 19, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Recent Advances in OOD Detection: Problems and Approaches | Sep 18, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 2 |
| SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition | Sep 16, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation | Sep 15, 2024 | Test-time Adaptation | —Unverified | 0 |
| ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance | Sep 14, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 0 |