← Search

Edouardo Honig

2 accepted papers

2025

Latent Thought Models with Variational Bayes Inference-Time Computation

ICML 2025poster

We propose a novel class of language models, Latent Thought Models (LTMs), which incorporate explicit latent thought vectors that follow an explicit prior model in latent space. These latent thought vectors guide the autoregressive generation of ground tokens through a Transformer decoder. Training…

2024

Molecule Design by Latent Prompt Transformer

NeurIPS 2024spotlight

This work explores the challenging problem of molecule design by framing it as a conditional generative modeling task, where target biological properties or desired chemical constraints serve as conditioning variables. We propose the Latent Prompt Transformer (LPT), a novel generative model comprisi…

Cited by 2SourcePDFScholar