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Pedro Herruzo

Institute of Advanced Research in Artificial Intelligence (IARAI), Universitat Politècnica de Catalunya

3 papers hereh-index 7163 citations11 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CV1
affiliations
  • Institute of Advanced Research in Artificial Intelligence (IARAI), Universitat Politècnica de Catalunya
HomepageORCID 0000-0001-9369-669X
same name
  • Pedro Herruzo — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedTraffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes

10 citations · 11 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2022★ 10 cited

Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes

Christian Eichenberger, Moritz Neun, Henry Martin +34

The IARAI Traffic4cast competitions at NeurIPS 2019 and 2020 showed that neural networks can successfully predict future traffic conditions 1 hour into the future on simply aggrega…

cs.LG2019★ 1 cited

Recurrent Autoencoder with Skip Connections and Exogenous Variables for Traffic Forecasting

Pedro Herruzo, Josep L. Larriba-Pey

The increasing complexity of mobility plus the growing population in cities, together with the importance of privacy when sharing data from vehicles or any device, makes traffic fo…

cs.CV2017

Analyzing First-Person Stories Based on Socializing, Eating and Sedentary Patterns

Pedro Herruzo, Laura Portell, Alberto Soto +1

First-person stories can be analyzed by means of egocentric pictures acquired throughout the whole active day with wearable cameras. This manuscript presents an egocentric dataset…

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