Gradient strikes back: How filtering out high frequencies improves explanations. - Sabine Muzellec; Léo Andéol; Thomas Fel; Rufin VanRullen; Thomas Serre (CoRR, 2023)

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)

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)

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)

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)

GASPnet: Global Agreement to Synchronize Phases. - Andrea Alamia; Sabine Muzellec; Thomas Serre; Rufin VanRullen (CoRR, 2025)