Hyena hierarchy: Towards larger convolutional language models M Poli, S Massaroli, E Nguyen, DY Fu, T Dao, S Baccus, Y Bengio, ... International Conference on Machine Learning, 28043-28078, 2023 | 176 | 2023 |
S4nd: Modeling images and videos as multidimensional signals with state spaces E Nguyen, K Goel, A Gu, G Downs, P Shah, T Dao, S Baccus, C Ré Advances in neural information processing systems 35, 2846-2861, 2022 | 115 | 2022 |
Hyenadna: Long-range genomic sequence modeling at single nucleotide resolution E Nguyen, M Poli, M Faizi, A Thomas, M Wornow, C Birch-Sykes, ... Advances in neural information processing systems 36, 2023 | 106 | 2023 |
Simple hardware-efficient long convolutions for sequence modeling DY Fu, EL Epstein, E Nguyen, AW Thomas, M Zhang, T Dao, A Rudra, ... International Conference on Machine Learning, 10373-10391, 2023 | 40 | 2023 |
Sequence modeling and design from molecular to genome scale with Evo E Nguyen, M Poli, MG Durrant, AW Thomas, B Kang, J Sullivan, MY Ng, ... BioRxiv, 2024.02. 27.582234, 2024 | 21* | 2024 |
Oscar-net: Object-centric scene graph attention for image attribution E Nguyen, T Bui, V Swaminathan, J Collomosse Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 16 | 2021 |
Mechanistic design and scaling of hybrid architectures M Poli, AW Thomas, E Nguyen, P Ponnusamy, B Deiseroth, K Kersting, ... arXiv preprint arXiv:2403.17844, 2024 | 9 | 2024 |
Flashfftconv: Efficient convolutions for long sequences with tensor cores DY Fu, H Kumbong, E Nguyen, C Ré arXiv preprint arXiv:2311.05908, 2023 | 8 | 2023 |
StripedHyena: Moving Beyond Transformers with Hybrid Signal Processing Models M Poli, J Wang, S Massaroli, J Quesnelle, R Carlow, E Nguyen, A Thomas | 7 | 2023 |
Robust content fingerprinting for image attribution V Swaminathan, JP Collomosse, E Nguyen US Patent App. 17/142,030, 2022 | 3 | 2022 |
Machine Learning for Genomics Explorations (MLGenX) E Hajiramezanali, C Bunne, A Hasanzadeh, T Biancalani, E Nguyen, ... ICLR 2024 Workshops, 0 | | |
Stool Classification Using Deep Metric Learning E Nguyen, C Tech, C Kruger, S Erickson | | |