Benjamin F Grewe

Associate Professor, EE, ETHZ - ETH Zurich

Joined

September 2019

Names

Benjamin F Grewe (Preferred)

Emails

****@ethz.ch (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Associate Professor

EE, ETHZ - ETH Zurich (ethz.ch)

2025 – 2045

Assistant Professor

EE, ETHZ - ETH Zurich (ethz.ch)

2017 – 2024

Postdoc

Stanford University (stanford.edu)

2011 – 2016

PhD student

University of Zurich (uzh.ch)

2007 – 2011

Advisors, Relations & Conflicts

Postdoc Advisor

Mark Schnitzer

2011 – 2016

PhD Advisor

Fritjof Helmchen

2007 – 2011

Expertise

Deep Learning

2013 – 2025

engineering

2011 – 2025

neuroscience

2007 – 2025

Publications

Guided Transfer Learning for Discrete Diffusion Models
Julian Kleutgens, Claudio Battiloro, Lingkai Kong, Benjamin F Grewe, Francesca Dominici, Mauricio Tec
- ReALM-GEN 2026 - ICLR 2026 Workshop
- Readers: Everyone
COGITAO: A Procedural Object-Centric Framework to Study Compositional Generalization
Yassine Taoudi-Benchekroun, Klim Troyan, Pascal Josef Sager, Stefan Gerber, Lukas Tuggener, Thilo Stadelmann, Benjamin F Grewe
- Submitted to ICLR 2026
- Readers: Everyone
mimic-one: a Scalable Model Recipe for General Purpose Robot Dexterity
Elvis Nava, Victoriano Montesinos, Erik Bauer, Benedek Forrai, Jonas Pai, Stefan Weirich, Stephan-Daniel Gravert, Philipp Wand, Stephan Polinski, Benjamin F Grewe, Robert K. Katzschmann
- CoRL 2025 Workshop Dexterous Manipulation Spotlight
- Readers: Everyone
Mechanistic Interpretability of RNNs emulating Hidden Markov Models
Elia Torre, Michele Viscione, Lucas Pompe, Benjamin F Grewe, Valerio Mante
- NeurIPS 2025 poster
- Readers: Everyone
Learning cortical hierarchies with temporal Hebbian updates
Pau Vilimelis Aceituno, Matilde Tristany Farinha, Benjamin F Grewe
- Frontiers in Computational Neuroscience
- Readers: Everyone
The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training
Matteo Saponati, Pascal Josef Sager, Pau Vilimelis Aceituno, Thilo Stadelmann, Benjamin F Grewe
- ICML 2025 poster
- Readers: Everyone
Exploring the Limits of Feature Learning in Continual Learning
Jacopo Graldi, Giulia Lanzillotta, Lorenzo Noci, Benjamin F Grewe, Thomas Hofmann
- Continual FoMo Poster
- Readers: Everyone
Stitching Manifolds: Leveraging Interaction to Compose Object Representations into Scenes.
Hamza Keurti, Bernhard Schölkopf, Pau Vilimelis Aceituno, Benjamin F Grewe
- ICML 2024 Workshop GRaM
- Readers: Everyone
MC Layer Normalization for calibrated uncertainty in Deep Learning
Thomas Frick, Diego Antognini, Ioana Giurgiu, Benjamin F Grewe, Cristiano Malossi, Rong J.B. Zhu, Mattia Rigotti
- Accepted by TMLR
- Readers: Everyone
Towards guarantees for parameter isolation in continual learning
Giulia Lanzillotta, Sidak Pal Singh, Benjamin F Grewe, Thomas Hofmann
- Submitted to ICLR 2024
- Readers: Everyone

View all 20 publications

Co-Authors

View all 54 co-authors