Saul Santos

3 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (5)

Conferences

ICML (1) JMLR (1) L4DC (1)

Top co-authors

Daniel McNamee (1) Daniel C Mcnamee (1) Rodrigo Ventura (1) Vlad Niculae (1) Andre Martins (1) Monica Ekal (1) André F.T. Martins (1) António Farinhas (1)

Keywords

deep learning (1) associative memory (1) energy function (1) hopfield network (1) fenchel-young loss (1) physics prior (1) sparse transformation (1) discrete mechanics (1) variational integrator (1) symplectic form (1) symplectic momentum neural network (1)

Papers

$∞$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation ICML 2025

Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval JMLR 2025

Symplectic Momentum Neural Networks - Using Discrete Variational Mechanics as a prior in Deep Learning L4DC 2022