Massaroli, Stefano
- Hyena Hierarchy: Towards Larger Convolutional Language Models
2023/02/21 by Michael Poli, Stefano Massaroli, Poli, Michael +17 · 6 voices · 50 citations
Computer Science · #cs.LG #cs.CL
- HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
2023/06/27 by Éric Nguyen, Eric Nguyen, Nguyen, Eric +27 · 3 voices · 52 citations
Biochemistry, Genetics and Molecular Biology · #RNA and protein synthesis mechanisms #Machine Learning in Bioinformatics #Genomics and Phylogenetic Studies
- Dissecting Neural ODEs
2020/02/19 by Stefano Massaroli, Massaroli, Stefano, Michael Poli +7 · 20 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
- Graph Neural Ordinary Differential Equations
2019/11/18 by Poli, Michael, Massaroli, Stefano, Park, Junyoung +3 · 13 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Deep Latent State Space Models for Time-Series Generation
2022/12/24 by Linqi Zhou, Michael Poli, Zhou, Linqi +7 · 7 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Mechanistic Design and Scaling of Hybrid Architectures
2024/03/26 by Michael Poli, Poli, Michael, Armin W. Thomas +21 · 10 citations
Engineering · #Architecture and Computational Design
- Stable Neural Flows
2020/03/18 by Stefano Massaroli, Massaroli, Stefano, Michael Poli +9 · 5 citations
Engineering · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Control and Stability of Dynamical Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Optimization and Control (math.OC)
- STAR: Synthesis of Tailored Architectures
2024/11/26 by Armin W. Thomas, Rom Parnichkun, Thomas, Armin W. +8 · 2 voices · 3 citations
Engineering · #Architecture and Computational Design #BIM and Construction Integration
- Neural Hybrid Automata: Learning Dynamics with Multiple Modes and Stochastic Transitions
2021/06/08 by Poli, Michael, Massaroli, Stefano, Scimeca, Luca +6 · 3 citations
#Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
2023/10/28 by Stefano Massaroli, Michael Poli, Massaroli, Stefano +23 · 5 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Topic Modeling #electronic engineering #information engineering
- State-Free Inference of State-Space Models: The Transfer Function Approach
2024/05/10 by Rom N. Parnichkun, Stefano Massaroli, Parnichkun, Rom N. +23 · 5 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Transform Once: Efficient Operator Learning in Frequency Domain
2022/11/26 by Poli, Michael, Massaroli, Stefano, Berto, Federico +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale
2025/02/25 by Ku, Jerome, Nguyen, Eric, Romero, David W. +13 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context
2023/06/01 by Boussif, Oussama, Boukachab, Ghait, Assouline, Dan +4 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Hypersolvers: Toward Fast Continuous-Depth Models
2020/07/19 by Poli, Michael, Massaroli, Stefano, Yamashita, Atsushi +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
- Optimal Energy Shaping via Neural Approximators
2021/01/14 by Stefano Massaroli, Massaroli, Stefano, Michael Poli +9 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Dynamical Systems (math.DS) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Exploring Diffusion Transformer Designs via Grafting
2025/06/05 by Keshigeyan Chandrasegaran, Michael Poli, Chandrasegaran, Keshigeyan +21 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Software Engineering Research #Software Testing and Debugging Techniques