Sabine Muzellec

According to our database, Sabine Muzellec authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

GASPnet: Global Agreement to Synchronize Phases.

Andrea Alamia, Sabine Muzellec, Thomas Serre, Rufin VanRullen

CoRR, July, 2025

Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics.

Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen

Trans. Mach. Learn. Res., 2025

Tracking objects that change in appearance with phase synchrony.

Sabine Muzellec, Drew Linsley, Alekh Karkada Ashok, Ennio Mingolla, Girik Malik, Rufin VanRullen, Thomas Serre

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Saliency strikes back: How filtering out high frequencies improves white-box explanations.

Sabine Muzellec, Thomas Fel, Victor Boutin, Léo Andéol, Rufin VanRullen, Thomas Serre

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Gradient strikes back: How filtering out high frequencies improves explanations.

Sabine Muzellec, Léo Andéol, Thomas Fel, Rufin VanRullen, Thomas Serre

CoRR, 2023