Despite this potential, methods to denoise multimodal images simultaneously have not been widely investigated. Here, we develop a dose-aware diffusion model to synergistically denoise both PET and CT ...

Ensuring the safe driving and decision-making of autonomous vehicles requires reliable modeling of the multimodal motion of vehicles. In this paper, we propose a novel scenario-guided diffusion ...

Distributed Acoustic Sensing (DAS) systems offer a promising framework for advanced subsurface imaging and monitoring. Despite the great potential, the complex noise characteristics inherent in ...

Dual Modality Alignment: A novel training paradigm that aligns the text and audio modalities in a dual manner, enhancing the model's ability to generate fluent and faithful speech.; Plug and Play for ...