Generative Models

MRIComp4Flow: Compression of 3D Brain MRI for Training Multi-Modal Generative Models

JPEG2000 compression of 3D brain MRI for training multi-modal generative flow-matching models.

Aug 10, 10100

TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Physics-guided generative model for longitudinal glioblastoma MRI synthesis.

Mar 4, 4040

A Biophysically-Conditioned Generative Framework for 3D Brain Tumor MRI Synthesis

Latent diffusion model for 3D brain tumor MRI synthesis and healthy-tissue inpainting.

Oct 10, 10100

Affine-StableSR: Coupling Layer-based Lightweight Autoencoder and Stable Diffusion Model for Image Super-Resolution

Lightweight coupling-layer autoencoder with Stable Diffusion for image super-resolution.

Jan 12, 12120

Adaptation of the Super Resolution SOTA for Art Restoration in Camera Capture Images

Adapting diffusion-based super-resolution models for restoring degraded artwork images.

Sep 21, 21210