Nguyen, Eric

1. Hyena Hierarchy: Towards Larger Convolutional Language Models
   2023/02/21 by Michael Poli, Poli, Michael, Stefano Massaroli +17 · 6 voices · 50 citations
   Computer Science · #cs.LG #cs.CL
2. 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
3. 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
4. Simple Hardware-Efficient Long Convolutions for Sequence Modeling
   2023/02/13 by Fu, Daniel Y., Epstein, Elliot L., Nguyen, Eric +5 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces
   2022/10/12 by Éric Nguyen, Nguyen, Eric, Karan Goel +13 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
6. FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores
   2023/11/10 by Daniel Y. Fu, Hermann Kumbong, Fu, Daniel Y. +5 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
7. 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)
8. OSCAR-Net: Object-centric Scene Graph Attention for Image Attribution
   2021/08/07 by Nguyen, Eric, Bui, Tu, Swaminathan, Vishy +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)