| Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models | Jan 30, 2025 | Action RecognitionDomain Adaptation | CodeCode Available | 3 |
| A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts | Mar 27, 2023 | Domain AdaptationSource-Free Domain Adaptation | CodeCode Available | 3 |
| Ranked Entropy Minimization for Continual Test-Time Adaptation | May 22, 2025 | Test-time Adaptation | CodeCode Available | 2 |
| SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity | Mar 26, 2025 | Test-time Adaptation | CodeCode Available | 2 |
| Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation | Mar 17, 2025 | Domain AdaptationDomain Generalization | CodeCode Available | 2 |
| Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video | Jan 24, 2025 | 3D ReconstructionBenchmarking | CodeCode Available | 2 |
| Realistic Test-Time Adaptation of Vision-Language Models | Jan 7, 2025 | Test-time Adaptation | CodeCode Available | 2 |
| Diffusion-Enhanced Test-time Adaptation with Text and Image Augmentation | Dec 12, 2024 | Image AugmentationImage Generation | CodeCode Available | 2 |
| Searching Latent Program Spaces | Nov 13, 2024 | ARCProgram induction | CodeCode Available | 2 |
| Recent Advances in OOD Detection: Problems and Approaches | Sep 18, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 2 |
| WATT: Weight Average Test-Time Adaptation of CLIP | Jun 19, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| Fully Test-Time Adaptation for Monocular 3D Object Detection | May 30, 2024 | 3D Object DetectionMonocular 3D Object Detection | CodeCode Available | 2 |
| Frustratingly Easy Test-Time Adaptation of Vision-Language Models | May 28, 2024 | Test-time Adaptation | CodeCode Available | 2 |
| Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation | May 26, 2024 | feature selectionMixture-of-Experts | CodeCode Available | 2 |
| Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation | Apr 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Test-Time Zero-Shot Temporal Action Localization | Apr 8, 2024 | Action LocalizationLanguage Modelling | CodeCode Available | 2 |
| Test-Time Model Adaptation with Only Forward Passes | Apr 2, 2024 | modelTest-time Adaptation | CodeCode Available | 2 |
| Towards Stable Test-Time Adaptation in Dynamic Wild World | Feb 24, 2023 | Test-time Adaptation | CodeCode Available | 2 |
| Continual Test-Time Domain Adaptation | Mar 25, 2022 | Domain AdaptationTest-time Adaptation | CodeCode Available | 2 |
| Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions | Jan 28, 2022 | 3D Point Cloud Classification3D Point Cloud Data Augmentation | CodeCode Available | 2 |
| AVROBUSTBENCH: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time | May 31, 2025 | BenchmarkingTest-time Adaptation | CodeCode Available | 1 |
| Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation | May 28, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| 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 |
| COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation | Mar 30, 2025 | Test-time Adaptation | CodeCode Available | 1 |
| Noisy Test-Time Adaptation in Vision-Language Models | Feb 20, 2025 | Test-time Adaptation | CodeCode Available | 1 |
