Diffusion bridge models establish probabilistic paths between arbitrary paired distributions and exhibit great potential for universal image restoration. Most existing methods merely treat them as ...

Abstract: The modality gap between vision and text embeddings in CLIP presents a significant challenge for zero-shot image captioning, limiting effective cross-modal representation. Traditional ...

npj 2D Materials and Applications is an open access journal from Nature Research dedicated to publishing high-quality papers that report significant advances on 2D materials in their entirety, ...