Abstract: Latent Diffusion Models have emerged as an efficient alternative to conventional diffusion approaches by compressing high-dimensional images into a lower-dimensional latent space using a ...

Abstract: Generalizing to unseen scenes presents a significant challenge to semantic segmentation models, as it aims to replicate the human adaptability. Existing deep learning models still suffer ...

We introduce a video diffusion transformer to design metasurfaces with a given Eletromagnetic response via generating current distributions at different frequencies. To use the pretained models, start ...

Important Note: This repository implements SVG-T2I, a text-to-image diffusion framework that performs visual generation directly in Visual Foundation Model (VFM) representation space, rather than ...