2 papers
cs.LG2025
AtomSurf : Surface Representation for Learning on Protein Structures
Vincent Mallet, Souhaib Attaiki, Yangyang Miao +2
While there has been significant progress in evaluating and comparing different representations for learning on protein data, the role of surface-based learning approaches remains…
cs.CV2024
GANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space
Souhaib Attaiki, Paul Guerrero, Duygu Ceylan +2
We train a feed-forward text-to-3D diffusion generator for human characters using only single-view 2D data for supervision. Existing 3D generative models cannot yet match the fidel…