3 papers
cs.LG2026
Native Multi-Dimensional Subquadratic Operators via Input Dependent Long Convolutions
David R. Wessels, Farhad Ramezanghorbani, Alireza Moradzadeh +9
Subquadratic alternatives to attention require compromises when applied to multi-dimensional data: standard convolutions lack global receptive fields and input dependency, while re…
cs.LG2026
Structure of the Circular-Dyadic Convolution Error
Ben Fauber, Alireza Moradzadeh
Dyadic and circular convolution can both be computed in time using the Hadamard transform and the FFT-computed discrete Fourier transform (DFT), respectively. The Hada…
cs.LG2024
BioNeMo Framework: a modular, high-performance library for AI model development in drug discovery
Peter St. John, Dejun Lin, Polina Binder +89
Artificial Intelligence models encoding biology and chemistry are opening new routes to high-throughput and high-quality in-silico drug development. However, their training increas…