Saul Santos
3 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
deep learning
(1)
associative memory
(1)
energy function
(1)
hopfield network
(1)
video question answering
(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)
continuous-time memory consolidation
(1)
dynamic granularity allocation
(1)
sticky memories
(1)
unbounded video contexts
(1)
video q-formers
(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