Alexey Gavrilov
Machine-learning researcher at ITMO University studying discrete representations, controllable generation, and evidence that keeps model behavior inspectable.
Research focus
My work asks where generative quality is lost, how compressed representations shape that loss, and whether learned intermediate states can become meaningful control points for researchers and developers.