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20222026
most citedSymplectic Momentum Neural Networks -- Using Discrete Variational Mechanics as a prior in Deep Learning

1 citations · 2 across the 8 of their papers we have counts for

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cs.CV2025

How Well Do Vision-Language Models Understand Movies?

Emmanouil Zaranis, António Farinhas, Saul Santos +28

Vision-language models (VLMs) can increasingly handle extended contexts and answer questions about long videos--but can they understand the narrative structure of movies as humans…

cs.CV2025

-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation

Saul Santos, António Farinhas, Daniel C. McNamee +1

Current video-language models struggle with long-video understanding due to limited context lengths and reliance on sparse frame subsampling, often leading to information loss. Thi…