1 citations · 1 across the 3 of their papers we have counts for
3 papers
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…
Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning
Rafael Elberg, Denis Parra, Mircea Petrache
Image and multimodal machine learning tasks are very challenging to solve in the case of poorly distributed data. In particular, data availability and privacy restrictions exacerba…
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…