| Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models | Jan 30, 2025 | Action RecognitionDomain Adaptation | CodeCode Available | 3 |
| Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video | Jan 24, 2025 | 3D ReconstructionBenchmarking | CodeCode Available | 2 |
| Training-Free Zero-Shot Temporal Action Detection with Vision-Language Models | Jan 23, 2025 | Action DetectionPseudo Label | CodeCode Available | 1 |
| Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization | Jan 23, 2025 | Test-time Adaptation | CodeCode Available | 1 |
| Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks | Jan 15, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation Learning | Jan 10, 2025 | Mixture-of-ExpertsRepresentation Learning | CodeCode Available | 0 |
| Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation | Jan 9, 2025 | Test-time AdaptationTime Series | CodeCode Available | 1 |
| Online Gaussian Test-Time Adaptation of Vision-Language Models | Jan 8, 2025 | Test-time Adaptation | CodeCode Available | 1 |
| Realistic Test-Time Adaptation of Vision-Language Models | Jan 7, 2025 | Test-time Adaptation | CodeCode Available | 2 |
| InDeed: Interpretable image deep decomposition with guaranteed generalizability | Jan 2, 2025 | Anomaly DetectionDenoising | —Unverified | 0 |
