| Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation | Sep 24, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | 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 |
| Bridging the Gap for Test-Time Multimodal Sentiment Analysis | Dec 10, 2024 | Multimodal Sentiment AnalysisPseudo Label | 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 |
| DomainAdaptor: A Novel Approach to Test-time Adaptation | Aug 20, 2023 | SpecificityTest-time Adaptation | CodeCode Available | 1 | 5 |
| Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios | Oct 7, 2023 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Tent: Fully Test-time Adaptation by Entropy Minimization | Jun 18, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| Calibration-free online test-time adaptation for electroencephalography motor imagery decoding | Nov 30, 2023 | EEGMotor Imagery | 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 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Parameter-free Online Test-time Adaptation | Jan 15, 2022 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation | Oct 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| RDumb: A simple approach that questions our progress in continual test-time adaptation | Jun 8, 2023 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation | Apr 25, 2023 | Domain GeneralizationTest-time Adaptation | CodeCode Available | 1 | 5 |
| Robust Test-Time Adaptation in Dynamic Scenarios | Mar 24, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 | 5 |
| Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models | Oct 16, 2024 | Computational EfficiencyTest-time Adaptation | CodeCode Available | 1 | 5 |
| Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation | Jun 15, 2024 | Test-time AdaptationVisual Prompting | CodeCode Available | 1 | 5 |
| Robust Calibration of Large Vision-Language Adapters | Jul 18, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 | 5 |
| From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection | May 19, 2025 | feature selectionOut-of-Distribution Generalization | 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 |
| NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation | Aug 10, 2022 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 | 5 |
| EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization | Mar 3, 2023 | image-classificationImage Classification | 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 |
| Reliable Spatial-Temporal Voxels For Multi-Modal Test-Time Adaptation | Mar 11, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects | Dec 12, 2023 | Camouflaged Object Segmentation with a Single Task-generic Promptobject-detection | CodeCode Available | 1 | 5 |
| Feature Alignment and Uniformity for Test Time Adaptation | Mar 20, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
| Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction | Oct 29, 2023 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Improved Test-Time Adaptation for Domain Generalization | Apr 10, 2023 | Domain GeneralizationImage to sketch recognition | CodeCode Available | 1 | 5 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 | 5 |
| Efficient Test-Time Model Adaptation without Forgetting | Apr 6, 2022 | modelTest-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 |
| From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation | Oct 31, 2023 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal Study | Feb 5, 2025 | DecoderDomain Adaptation | 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 |
| Evaluation of Test-Time Adaptation Under Computational Time Constraints | Apr 10, 2023 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment | Jun 28, 2022 | Domain Adaptationimage-classification | 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 |
| Segmenting Moving Objects via an Object-Centric Layered Representation | Jul 5, 2022 | Instance SegmentationMotion Segmentation | CodeCode Available | 1 | 5 |
| Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal | Mar 12, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Continual Predictive Learning from Videos | Apr 12, 2022 | Continual LearningPrediction | CodeCode Available | 1 | 5 |
| Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment | Jun 6, 2024 | 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 |
| 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 |
| Harnessing Meta-Learning for Improving Full-Frame Video Stabilization | Mar 6, 2024 | Meta-LearningTest-time Adaptation | CodeCode Available | 1 | 5 |
| TEA: Test-time Energy Adaptation | Nov 24, 2023 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction | Mar 17, 2023 | Depth EstimationDomain Adaptation | CodeCode Available | 1 | 5 |
| Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation | Jan 1, 2025 | DenoisingTest-time Adaptation | CodeCode Available | 1 | 5 |
| Test-Time Adaptation via Self-Training with Nearest Neighbor Information | Jul 8, 2022 | Domain GeneralizationPseudo Label | CodeCode Available | 1 | 5 |
