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Bernardo P de Almeida

2 accepted papers

2025

Simple Guidance Mechanisms for Discrete Diffusion Models

ICLR 2025poster

Diffusion models for continuous data gained widespread adoption owing to their high quality generation and control mechanisms. However, controllable diffusion on discrete data faces challenges given that continuous guidance methods do not directly apply to discrete diffusion. Here, we provide a stra…

2024

Multi-modal Transfer Learning between Biological Foundation Models

NeurIPS 2024poster

Biological sequences encode fundamental instructions for the building blocks of life, in the form of DNA, RNA, and proteins. Modeling these sequences is key to understand disease mechanisms and is an active research area in computational biology. Recently, Large Language Models have shown great prom…

Cited by 3SourcePDFScholar