2 papers
cs.LG2025
A Compressive-Expressive Communication Framework for Compositional Representations
Rafael Elberg, Felipe del Rio, Mircea Petrache +1
Compositionality in knowledge and language--the ability to represent complex concepts as a combination of simpler ones--is a hallmark of human cognition and communication. Despite…
cs.LG2024
Fisher Flow Matching for Generative Modeling over Discrete Data
Oscar Davis, Samuel Kessler, Mircea Petrache +3
Generative modeling over discrete data has recently seen numerous success stories, with applications spanning language modeling, biological sequence design, and graph-structured mo…