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Manuel Marques

Instituto Superior Técnico - ULisboa | Institute for Systems and Robotics - LarSys

20 papers hereh-index 11449 citations49 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author13
  • last author7

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV16
  • cs.LG4
affiliations
  • Instituto Superior Técnico - ULisboa | Institute for Systems and Robotics - LarSys
Homepage

identity via Semantic Scholar / OpenAlex

activity
20172026
most cited2D Image head pose estimation via latent space regression under occlusion settings

19 citations · 43 across the 19 of their papers we have counts for

collaborators
Showing 2026 · cs.LGShow all

2 papers · 2 filters

cs.LG2026

Hierarchical Spatio-Temporal Transformer for Coherent Emergency Department Forecasting

Filipa Lino, Bárbara Tavares, Carlos Santiago +2

Emergency Departments (EDs) are critical access points in healthcare systems, yet they face persistent pressure from unpredictable patient demand, seasonal surges, and non-urgent v…

cs.LG2026

Spectral Guidance for Flexible and Efficient Control of Diffusion Models

Gabriel Moreira, Manuel Marques, João Paulo Costeira +1

We introduce Spectral Guidance, a framework for controlling diffusion models by leveraging the intrinsic geometry of the generative process. As data is progressively corrupted by n…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.