| Is Less More? Exploring Token Condensation as Training-free Adaptation for CLIP | Oct 16, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts | Oct 9, 2024 | Test-time AdaptationWorld Knowledge | CodeCode Available | 1 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 |
| Test-time Adaptation for Regression by Subspace Alignment | Oct 4, 2024 | regressionTest-time Adaptation | CodeCode Available | 1 |
| PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation | Oct 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation | Aug 14, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition | Aug 11, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| UniTTA: Unified Benchmark and Versatile Framework Towards Realistic Test-Time Adaptation | Jul 29, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay | Jul 22, 2024 | Outlier DetectionTest-time Adaptation | CodeCode Available | 1 |
| Robust Calibration of Large Vision-Language Adapters | Jul 18, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 |
