Gradient-guided discrete walk-jump sampling for biological sequence generation

Zarif Ikram, Dianbo Liu, M Saifur Rahman

Keywords: Discrete generative model, multi-objective optimization

TL;DR: We add gradient guidance to discrete walk jump sampling for improved optimization capabilities

Confirmation Of Submission Requirements: I submit a previously published paper. It was published in an archival peer–reviewed venue on or after September 8th 2024, I specify the DOI in the field below, and I submit the camera-ready version of the paper.

DOI: https://openreview.net/forum?id=fFVuo4SPfT

Submission Number: 171