Simone Azeglio

14 papers Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Higher-Order Convolution Improves Neural Predictivity in the Retina. CoRR Simone Azeglio, Victor Calbiague Garcia, Guilhem Glaziou, Peter Neri, Olivier Marre, Ulisse Ferrari
2025	J	`jnl`	What's Inside Your Diffusion Model? A Score-Based Riemannian Metric to Explore the Data Manifold. CoRR Simone Azeglio, Arianna Di Bernardo
2024	J	`jnl`	Convolution goes higher-order: a biologically inspired mechanism empowers image classification. CoRR Simone Azeglio, Olivier Marre, Peter Neri, Ulisse Ferrari
2023	—	`ed.`	NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 16 December 2023, New Orleans, Lousiana, USA. NeurReps Sophia Sanborn, Christian Shewmake, Simone Azeglio, Nina Miolane
2023	—	`conf`	Preface. NeurReps Sophia Sanborn, Christian Shewmake, Simone Azeglio, Nina Miolane
2022	J	`jnl`	Improving Neural Predictivity in the Visual Cortex with Gated Recurrent Connections. CoRR Simone Azeglio, Simone Poetto, Luca Savant Aira, Marco Nurisso
2022	—	`ed.`	NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 03 December 2022, New Orleans, Lousiana, USA NeurReps Sophia Sanborn, Christian Shewmake, Simone Azeglio, Arianna Di Bernardo, Nina Miolane
2022	—	`conf`	Preface. NeurReps Sophia Sanborn, Christian Shewmake, Simone Azeglio, Arianna Di Bernardo, Nina Miolane
2021	J	`jnl`	NeuralPDE: Automating Physics-Informed Neural Networks (PINNs) with Error Approximations. CoRR Kirill Zubov, Zoe McCarthy, Yingbo Ma, Francesco Calisto, Valerio Pagliarino, Simone Azeglio, Luca Bottero, Emmanuel Luján, Valentin Sulzer, Ashutosh Bharambe, Nand Vinchhi, Kaushik Balakrishnan, Devesh Upadhyay, Christopher Rackauckas
2021	J	`jnl`	Optimizing Urban Mobility Restrictions: a Multi-Agent System (MAS) for SARS-CoV-2. CoRR Simone Azeglio, Matteo Fordiani
2021	—	`conf`	Physics-Informed Machine Learning Simulator for Wildfire Propagation. AAAI Spring Symposium: MLPS Luca Bottero, Francesco Calisto, Giovanni Graziano, Valerio Pagliarino, Martina Scauda, Sara Tiengo, Simone Azeglio
2021	—	`conf`	Retrospective on the SENSORIUM 2022 competition. NeurIPS (Competition and Demos) Konstantin F. Willeke, Paul G. Fahey, Mohammad Bashiri, Laura Hansel, Christoph Blessing, Konstantin-Klemens Lurz, Max F. Burg, Santiago A. Cadena, Zhiwei Ding, Kayla Ponder, Taliah Muhammad, Saumil S. Patel, Kaiwen Deng, Yuanfang Guan, Yiqin Zhu, Kaiwen Xiao, Xiao Han, Simone Azeglio, Ulisse Ferrari, Peter Neri, Olivier Marre, Adrian Hoffmann, Kirill Fedyanin, Kirill Vishniakov, Maxim Panov, Subash Prakash, Kishan Naik, Kantharaju Narayanappa, Alexander S. Ecker, Andreas S. Tolias, Fabian H. Sinz
2021	J	`jnl`	Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings. CoRR Simone Azeglio, Arianna Di Bernardo, Gabriele Penna, Fabrizio Pittatore, Simone Poetto, Johannes Gruenwald, Christoph Kapeller, Kyousuke Kamada, Christoph Guger
2020	J	`jnl`	Physics-Informed Machine Learning Simulator for Wildfire Propagation. CoRR Luca Bottero, Francesco Calisto, Giovanni Graziano, Valerio Pagliarino, Martina Scauda, Sara Tiengo, Simone Azeglio