Michael Poli
- Hyena Hierarchy: Towards Larger Convolutional Language Models
2023/02/21 by Michael Poli, Stefano Massaroli, Poli, Michael +17 · 6 voices · 48 citations
Computer Science · #cs.LG #cs.CL
- HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
2023/06/27 by Eric Nguyen, Éric 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)
- Zoology: Measuring and Improving Recall in Efficient Language Models
2023/12/08 by Simran Arora, Arora, Simran, Sabri Eyuboglu +13 · 24 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
- Monarch: Expressive Structured Matrices for Efficient and Accurate Training
2022/04/01 by Tri Dao, Beidi Chen, Dao, Tri +17 · 9 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Parallel Computing and Optimization Techniques
- Effectively Modeling Time Series with Simple Discrete State Spaces
2023/03/16 by Michael Zhang, Khaled K. Saab, Zhang, Michael +9 · 10 citations
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- 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
- Sequence modeling and design from molecular to genome scale with Evo
2024/11/14 by Eric Nguyen, Michael Poli, Matthew G. Durrant +17 · 1 voice · 14 citations
Biochemistry, Genetics and Molecular Biology · #CRISPR and Genetic Engineering #Genomics and Phylogenetic Studies #RNA and protein synthesis mechanisms
- 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)
- Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
2023/10/18 by Daniel Y. Fu, Fu, Daniel Y., Simran Arora +17 · 7 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Topic Modeling
- STAR: Synthesis of Tailored Architectures
2024/11/26 by Armin W. Thomas, Thomas, Armin W., Rom Parnichkun +8 · 2 voices · 3 citations
Engineering · #Architecture and Computational Design #BIM and Construction Integration
- Genome modeling and design across all domains of life with Evo 2
2025/02/21 by Garyk Brixi, Matthew G. Durrant, Ja‐Lok Ku +49 · 1 voice · 12 citations
Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Genomics and Phylogenetic Studies #Chromosomal and Genetic Variations #CRISPR and Genetic 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
- Optimal Energy Shaping via Neural Approximators
2021/01/14 by Stefano Massaroli, Michael Poli, Massaroli, Stefano +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, Chandrasegaran, Keshigeyan, Michael Poli +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