| 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 |
| NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation | Aug 10, 2022 | Autonomous DrivingTest-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 |
| NC-TTT: A Noise Constrastive Approach for Test-Time Training | Jan 1, 2024 | Test-time Adaptation | 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 |
| A Probabilistic Framework for Lifelong Test-Time Adaptation | Dec 19, 2022 | Test-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 |
| LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition | Aug 11, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation | Feb 14, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation | Apr 25, 2023 | Domain GeneralizationTest-time Adaptation | CodeCode Available | 1 | 5 |
| MECTA: Memory-Economic Continual Test-Time Model Adaptation | Feb 1, 2023 | modelTest-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 |
| A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation | Apr 15, 2021 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| MEMO: Test Time Robustness via Adaptation and Augmentation | Oct 18, 2021 | Test-time Adaptation | 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 |
| Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts | Oct 8, 2022 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation | Nov 16, 2023 | Domain GeneralizationMedical Diagnosis | 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 |
| Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction | Oct 29, 2023 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 | 5 |
