ML Anthology

VanRullen, Rufin

15 publications

TMLR 2025 Enhancing Deep Neural Networks Through Complex-Valued Representations and Kuramoto Synchronization Dynamics Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen
NeurIPS 2025 Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models Louis Béthune, David Vigouroux, Yilun Du, Rufin VanRullen, Thomas Serre, Victor Boutin
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
ICLRW 2024 Modality-Agnostic fMRI Decoding of Vision and Language Mitja Nikolaus, Milad Mozafari, Nicholas Asher, Leila Reddy, 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
NeurIPSW 2023 Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
NeurIPS 2023 Learning Functional Transduction Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
NeurIPSW 2023 Multimodal Decoding of Human Brain Activity into Images and Text Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
NeurIPS 2022 Meta-Reinforcement Learning with Self-Modifying Networks Mathieu Chalvidal, Thomas Serre, Rufin VanRullen
ICLR 2021 Go with the Flow: Adaptive Control for Neural ODEs Mathieu Chalvidal, Matthew Ricci, Rufin VanRullen, Thomas Serre
NeurIPSW 2021 Multimodal Neural Networks Better Explain Multivoxel Patterns in the Hippocampus Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy
NeurIPS 2021 Predify: Augmenting Deep Neural Networks with Brain-Inspired Predictive Coding Dynamics Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, B. Ador, Andrea Alamia, Rufin VanRullen
NeurIPSW 2020 Brain-Inspired Predictive Coding Dynamics Improve the Robustness of Deep Neural Networks Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, B. Ador, Andrea Alamia, Rufin VanRullen
NeurIPSW 2020 Predictive Coding Feedback Results in Perceived Illusory Contours in a Recurrent Neural Network Zhaoyang Pang, Bhavin Choksi, Callum Biggs O'May, Rufin VanRullen