Santos, Saul

4 publications

ICML 2025 $∞$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation Saul Santos, António Farinhas, Daniel C Mcnamee, Andre Martins

JMLR 2025 Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval Saul Santos, Vlad Niculae, Daniel McNamee, Andre F.T. Martins

ICLRW 2025 Modern Hopfield Networks with Continuous-Time Memories Saul Santos, António Farinhas, Daniel C McNamee, Andre Martins

L4DC 2022 Symplectic Momentum Neural Networks - Using Discrete Variational Mechanics as a Prior in Deep Learning Saul Santos, Monica Ekal, Rodrigo Ventura