Michael Poli

13

Papers

1

Total Citations

Papers (13)

Quantifying Memory Utilization with Effective State-Size

State-Free Inference of State-Space Models: The Transfer Function Approach

Mechanistic Design and Scaling of Hybrid Architectures

Dissecting Neural ODEs

Hypersolvers: Toward Fast Continuous-Depth Models

Neural Hybrid Automata: Learning Dynamics With Multiple Modes and Stochastic Transitions

Differentiable Multiple Shooting Layers

Transform Once: Efficient Operator Learning in Frequency Domain

Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations

Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions

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

Learning Efficient Surrogate Dynamic Models with Graph Spline Networks

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