University at Buffalo

Histopathology image synthesis from a latent diffusion model conditioned jointly on unpaired diagnostic text reports and cell-type masks.

Transformer pretrained on raw fNIRS brain signals that scores procedural skill and transfers to unseen surgical procedures via a tiny adapter.

De novo protein binder design pipeline that hallucinates binders through frozen AlphaFold2 weights, averaging a 46% experimental success rate.