| 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 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 |
| Bridging the Gap for Test-Time Multimodal Sentiment Analysis | Dec 10, 2024 | Multimodal Sentiment AnalysisPseudo Label | CodeCode Available | 1 |
| Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning | Aug 18, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| DomainAdaptor: A Novel Approach to Test-time Adaptation | Aug 20, 2023 | SpecificityTest-time Adaptation | CodeCode Available | 1 |
| RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability | Aug 31, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation | Jul 12, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Calibration-free online test-time adaptation for electroencephalography motor imagery decoding | Nov 30, 2023 | EEGMotor Imagery | CodeCode Available | 1 |
| Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation | Apr 17, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 |
| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Oct 24, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
| Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment | Jun 6, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| 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 |
| Scene-Adaptive Video Frame Interpolation via Meta-Learning | Apr 2, 2020 | Meta-LearningTest-time Adaptation | CodeCode Available | 1 |
| AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation | Apr 25, 2023 | Domain GeneralizationTest-time Adaptation | CodeCode Available | 1 |
| Segmenting Moving Objects via an Object-Centric Layered Representation | Jul 5, 2022 | Instance SegmentationMotion Segmentation | CodeCode Available | 1 |
| Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models | Oct 16, 2024 | Computational EfficiencyTest-time Adaptation | CodeCode Available | 1 |
| Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation | Jun 15, 2024 | Test-time AdaptationVisual Prompting | CodeCode Available | 1 |
| Efficient Test-Time Model Adaptation without Forgetting | Apr 6, 2022 | modelTest-time Adaptation | CodeCode Available | 1 |
| Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition | Mar 23, 2022 | Event-based visionObject Recognition | CodeCode Available | 1 |
| 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 |
| SoTTA: Robust Test-Time Adaptation on Noisy Data Streams | Oct 16, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 |
| EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization | Mar 3, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data | Jul 2, 2024 | Feature EngineeringHyperparameter Optimization | CodeCode Available | 1 |
| Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction | Oct 29, 2023 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 |
