Rufin VanRullen

Research Director, CNRS

Joined

September 2020

Names

Rufin VanRullen (Preferred)

Emails

****@cnrs.fr (Confirmed)

Personal Links

Career & Education History

Research Director

CNRS (cnrs.fr)

2001 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models
Louis Béthune, David Vigouroux, Yilun Du, Rufin VanRullen, Thomas Serre, Victor Boutin
- NeurIPS 2025 poster
- Readers: Everyone
Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics
Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen
- Accepted by TMLR
- Readers: Everyone
Tracking objects that change in appearance with phase synchrony
Sabine Muzellec, Drew Linsley, Alekh Karkada Ashok, Ennio Mingolla, Girik Malik, Rufin VanRullen, Thomas Serre
- ICLR 2025 Poster
- Readers: Everyone
Zero-shot cross-modal transfer of Reinforcement Learning policies through a Global Workspace
Léopold Maytié, Benjamin Devillers, Alexandre Arnold, Rufin VanRullen
- EWRL17
- Readers: Everyone
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
Victor Boutin, Rishav Mukherji, Aditya Agrawal, Sabine Muzellec, Thomas FEL, Thomas Serre, Rufin VanRullen
- NeurIPS 2024 poster
- Readers: Everyone
Zero-shot cross-modal transfer of Reinforcement Learning policies through a Global Workspace
Léopold Maytié, Benjamin Devillers, Alexandre Arnold, Rufin VanRullen
- RLC 2024
- Readers: Everyone
Modality-Agnostic fMRI Decoding of Vision and Language
Mitja Nikolaus, Milad Mozafari, Nicholas Asher, Leila Reddy, Rufin VanRullen
- ICLR 2024 Workshop Re-Align Poster
- Readers: Everyone
Saliency strikes back: How filtering out high frequencies improves white-box explanations
Sabine Muzellec, Thomas FEL, Victor Boutin, Léo Andéol, Rufin VanRullen, Thomas Serre
- ICML 2024 Poster
- Readers: Everyone
Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI
Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
- DGM4H NeurIPS 2023 Poster
- Readers: Everyone
Multimodal decoding of human brain activity into images and text
Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
- UniReps Poster
- Readers: Everyone

View all 58 publications

Co-Authors

View all 62 co-authors