| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | 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 |
| Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios | Oct 7, 2023 | 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 |
| A Probabilistic Framework for Lifelong Test-Time Adaptation | Dec 19, 2022 | Test-time Adaptation | CodeCode Available | 1 |
| Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation | Nov 16, 2023 | Domain GeneralizationMedical Diagnosis | CodeCode Available | 1 |
| AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation | Apr 25, 2023 | Domain GeneralizationTest-time Adaptation | CodeCode Available | 1 |
| CLIPArTT: Adaptation of CLIP to New Domains at Test Time | May 1, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 |
| A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation | Apr 15, 2021 | Test-time Adaptation | CodeCode Available | 1 |
| In-Context Learning State Vector with Inner and Momentum Optimization | Apr 17, 2024 | In-Context LearningTest-time Adaptation | CodeCode Available | 1 |
| A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data | Jul 2, 2024 | Feature EngineeringHyperparameter Optimization | CodeCode Available | 1 |
| Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction | Aug 12, 2023 | 3D Human Pose EstimationDenoising | CodeCode Available | 1 |
| Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation | Jan 9, 2025 | Test-time AdaptationTime Series | CodeCode Available | 1 |
| Adversarial Reweighting with α-Power Maximization for Domain Adaptation | Apr 26, 2024 | Domain AdaptationTest-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 |
| Advancing Test-Time Adaptation in Wild Acoustic Test Settings | Oct 14, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| 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 |
| Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation | Apr 17, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 |
| Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models | Oct 16, 2024 | Computational EfficiencyTest-time Adaptation | 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 |
| Continual Predictive Learning from Videos | Apr 12, 2022 | Continual LearningPrediction | CodeCode Available | 1 |
| Back to the Source: Diffusion-Driven Test-Time Adaptation | Jul 7, 2022 | Test-time Adaptation | CodeCode Available | 1 |
| Backpropagation-free Network for 3D Test-time Adaptation | Mar 27, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Contrastive Test-Time Adaptation | Apr 21, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation | Sep 24, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
