Muzellec, Sabine

4 publications

TMLR 2025 Enhancing Deep Neural Networks Through Complex-Valued Representations and Kuramoto Synchronization Dynamics Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen

ICLR 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

NeurIPS 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

ICML 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