Michael Poli

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authored 8 papers over 2 years ago

Hyena Hierarchy: Towards Larger Convolutional Language Models

Paper • 2302.10866 • Published Feb 21, 2023 • 7

Deep Latent State Space Models for Time-Series Generation

Paper • 2212.12749 • Published Dec 24, 2022 • 1

Neural Solvers for Fast and Accurate Numerical Optimal Control

Paper • 2203.08072 • Published Mar 13, 2022

Transform Once: Efficient Operator Learning in Frequency Domain

Paper • 2211.14453 • Published Nov 26, 2022

Effectively Modeling Time Series with Simple Discrete State Spaces

Paper • 2303.09489 • Published Mar 16, 2023 • 1

Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture

Paper • 2310.12109 • Published Oct 18, 2023 • 1

Monarch: Expressive Structured Matrices for Efficient and Accurate Training

Paper • 2204.00595 • Published Apr 1, 2022 • 1

Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions

Paper • 2310.18780 • Published Oct 28, 2023 • 3

authored a paper almost 3 years ago

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

Paper • 2306.15794 • Published Jun 27, 2023 • 18