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Matteo Benati

Sony Computer Science Laboratories -Rome. Joint Initiative CREF-SONY, Sapienza University

Papers on Lattice

1

Total citations

0

Topics

3

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Interpretability & Mechanistic Interp (1)Natural Language Processing (1)

Frequent co-authors

Alessandro Londei (1)Denise Lanzieri (1)

Papers (1)

Feb 24, 2026

Feb 24, 2026·also Sapienza

SOM-VQ: Topology-Aware Tokenization for Interactive Generative Models

Steer generative models with unprecedented ease: SOM-VQ lets you control outputs by simply nudging tokens around on a learned grid.

Alessandro Londei, Denise Lanzieri, Matteo Benati

Architecture Design (Transformers, SSMs, MoE)Interpretability & Mechanistic Interp Natural Language Processing