Search Results for author: Saul Santos

Found 2 papers, 2 papers with code

Sparse and Structured Hopfield Networks

1 code implementation21 Feb 2024 Saul Santos, Vlad Niculae, Daniel McNamee, Andre F. T. Martins

Modern Hopfield networks have enjoyed recent interest due to their connection to attention in transformers.

Multiple Instance Learning Retrieval

Symplectic Momentum Neural Networks -- Using Discrete Variational Mechanics as a prior in Deep Learning

1 code implementation20 Jan 2022 Saul Santos, Monica Ekal, Rodrigo Ventura

The combination of such formulation leads SyMos to be constrained towards preserving important geometric structures such as momentum and a symplectic form and learn from limited data.

Cannot find the paper you are looking for? You can Submit a new open access paper.