| Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation | Jun 15, 2024 | Test-time AdaptationVisual Prompting | CodeCode Available | 1 | 5 |
| Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning | Aug 18, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction | Mar 17, 2023 | Depth EstimationDomain Adaptation | CodeCode Available | 1 | 5 |
| Calibration-free online test-time adaptation for electroencephalography motor imagery decoding | Nov 30, 2023 | EEGMotor Imagery | CodeCode Available | 1 | 5 |
| Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts | Oct 8, 2022 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation | Apr 25, 2023 | Domain GeneralizationTest-time Adaptation | CodeCode Available | 1 | 5 |
| CLIPArTT: Adaptation of CLIP to New Domains at Test Time | May 1, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 | 5 |
| On-the-Fly Test-time Adaptation for Medical Image Segmentation | Mar 10, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation | Aug 14, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data | Jul 2, 2024 | Feature EngineeringHyperparameter Optimization | CodeCode Available | 1 | 5 |
| LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts | Oct 9, 2024 | Test-time AdaptationWorld Knowledge | CodeCode Available | 1 | 5 |
| LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition | Aug 11, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| MECTA: Memory-Economic Continual Test-Time Model Adaptation | Feb 1, 2023 | modelTest-time Adaptation | CodeCode Available | 1 | 5 |
| Advancing Test-Time Adaptation in Wild Acoustic Test Settings | Oct 14, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation | Apr 17, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 | 5 |
| Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition | Mar 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning | May 5, 2024 | Privacy PreservingTest-time Adaptation | CodeCode Available | 1 | 5 |
| Continual Predictive Learning from Videos | Apr 12, 2022 | Continual LearningPrediction | CodeCode Available | 1 | 5 |
| Backpropagation-free Network for 3D Test-time Adaptation | Mar 27, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech | Jun 16, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Back to the Source: Diffusion-Driven Test-Time Adaptation | Jul 7, 2022 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| In Search of Lost Online Test-time Adaptation: A Survey | Oct 31, 2023 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Contrastive Test-Time Adaptation | Apr 21, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Controllable Continual Test-Time Adaptation | May 23, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Adversarial Reweighting with α-Power Maximization for Domain Adaptation | Apr 26, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 1 | 5 |
| COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation | Mar 30, 2025 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation | Jan 9, 2025 | Test-time AdaptationTime Series | CodeCode Available | 1 | 5 |
| AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation | Apr 1, 2024 | PredictionTest-time Adaptation | CodeCode Available | 1 | 5 |
| C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion | Mar 21, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction | Aug 12, 2023 | 3D Human Pose EstimationDenoising | CodeCode Available | 1 | 5 |
| Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation | Nov 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DomainAdaptor: A Novel Approach to Test-time Adaptation | Aug 20, 2023 | SpecificityTest-time Adaptation | CodeCode Available | 1 | 5 |
| Active Test-Time Adaptation: Theoretical Analyses and An Algorithm | Apr 7, 2024 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification | Jul 6, 2023 | BenchmarkingDomain Adaptation | CodeCode Available | 1 | 5 |
| DARTH: Holistic Test-time Adaptation for Multiple Object Tracking | Oct 3, 2023 | Autonomous DrivingMultiple Object Tracking | CodeCode Available | 1 | 5 |
| DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition | Nov 20, 2024 | Activity RecognitionDomain Generalization | CodeCode Available | 1 | 5 |
| Adaptive Test-Time Personalization for Federated Learning | Oct 28, 2023 | Federated LearningPersonalized Federated Learning | CodeCode Available | 1 | 5 |
| Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments | Apr 27, 2024 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 | 5 |
| Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors | Mar 12, 2024 | ObjectPseudo Label | CodeCode Available | 1 | 5 |
| Beyond Model Adaptation at Test Time: A Survey | Nov 6, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| In-Context Learning State Vector with Inner and Momentum Optimization | Apr 17, 2024 | In-Context LearningTest-time Adaptation | CodeCode Available | 1 | 5 |
| Noisy Test-Time Adaptation in Vision-Language Models | Feb 20, 2025 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition | Mar 23, 2022 | Event-based visionObject Recognition | CodeCode Available | 1 | 5 |
| Knowledge Composition using Task Vectors with Learned Anisotropic Scaling | Jul 3, 2024 | Task ArithmeticTest-time Adaptation | CodeCode Available | 1 | 5 |
| Feature Alignment and Uniformity for Test Time Adaptation | Mar 20, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images | May 27, 2022 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping | Oct 20, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Oct 24, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 | 5 |
