Nikita Ivanisenko

Diffusion on Language Model Encodings for Protein Sequence Generation

Protein *sequence* design has seen significant advances through discrete diffusion and autoregressive approaches, yet the potential of continuous diffusion remains underexplored. Here, we present *DiMA*, a latent diffusion framework that operates on protein language model representations. Through sy…