| 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 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | 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 Alignment Improves Test-Time Adaptation for Medical Image Segmentation | Aug 14, 2024 | Image SegmentationMedical Image Segmentation | 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 |
| Improved Test-Time Adaptation for Domain Generalization | Apr 10, 2023 | Domain GeneralizationImage to sketch recognition | CodeCode Available | 1 |
| A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data | Jul 2, 2024 | Feature EngineeringHyperparameter Optimization | CodeCode Available | 1 |
| In Search of Lost Online Test-time Adaptation: A Survey | Oct 31, 2023 | BenchmarkingGPU | 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 |
| 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 |
| 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 |
| 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 |
| EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization | Mar 3, 2023 | image-classificationImage Classification | 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 |
| DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images | May 27, 2022 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 |
