Poli, Michael

Sequence modeling and design from molecular to genome scale with Evo

Nguyen, E., Poli, M., Durrant, M. G., Thomas, A. W., Kang, B., Sullivan, J., Ng, M. Y., Lewis, A., Patel, A., Lou, A., et al. (2024) · Science

Genomics and Phylogenetic StudiesMachine Learning in Bioinformatics

Cited by 592

Sequence modeling and design from molecular to genome scale with Evo

Nguyen, E., Poli, M., Durrant, M. G., Kang, B., Katrekar, D., Li, D. B., Bartie, L. J., Thomas, A. W., King, S. H., Brixi, G., et al. (2024) · Science

Genomics and Phylogenetic StudiesMachine Learning in Bioinformatics

Cited by 580

HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution

Nguyen, E., Poli, M., Faizi, M., Thomas, A., Birch-Sykes, C., Wornow, M., Patel, A., Rabideau, C., Massaroli, S., Bengio, Y., et al. (2023) · arXiv

Machine Learning in BioinformaticsGenomics and Phylogenetic Studies

Cited by 168

Hyena Hierarchy: Towards Larger Convolutional Language Models

Poli, M., Massaroli, S., Nguyen, E., Fu, D. Y., Dao, T., Baccus, S., Bengio, Y., Ermon, S., & Ré, C. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 96

HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution

Nguyen, E., Poli, M., Faizi, M., Thomas, A., Wornow, M., Birch-Sykes, C., Massaroli, S., Patel, A., Rabideau, C., Bengio, Y., et al. (2023) · Advances in Neural Information Processing Systems 36

Genomics and Phylogenetic StudiesGenomic variations and chromosomal abnormalities

Cited by 66

Zoology: Measuring and Improving Recall in Efficient Language Models

Arora, S., Eyuboglu, S., Timalsina, A., Johnson, I., Poli, M., Zou, J., Rudra, A., & Ré, C. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 4

Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions

Massaroli, S., Poli, M., Fu, D., Kumbong, H., Parnichkun, R., Romero, D., Timalsina, A., McIntyre, Q., Chen, B., Rudra, A., et al. (2023) · Advances in Neural Information Processing Systems 36

Mathematical Analysis and Transform MethodsNeural Networks and Applications

Cited by 4

Mechanistic Design and Scaling of Hybrid Architectures

Poli, M., Thomas, A. W., Nguyen, E., Ponnusamy, P., Deiseroth, B., Kersting, K., Suzuki, T., Hie, B., Ermon, S., Ré, C., et al. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 4