most citedLong Tail Image Generation Through Feature Space Augmentation and Iterated Learning

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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…