The model can perform cross-modal reconstruction, enabling prediction of one modality from another (e.g., predicting RNA expression from DNA methylation patterns). vae-los-angeles/ ├── src/ │ ├── ...

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: Radar systems operating in complex modern environments often encounter significant signal back-scatter from the physical scene, resulting in unwanted clutter returns. Depending on ambient ...

SVG Autoencoder - Uses a frozen representation encoder with a residual branch to compensate the information loss and a learned convolutional decoder to transfer the SVG latent space to pixel space.