Pedro Herruzo
Pedro Herruzo
AI @ UNISON / PhD in Artificial Intelligence @ UPC
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The surprising efficiency of framing geo-spatial time series forecasting as a video prediction task–insights from the iarai traffic4cast competition at neurips 2019
DP Kreil, MK Kopp, D Jonietz, M Neun, A Gruca, P Herruzo, H Martin, ...
NeurIPS 2019 competition and demonstration track, 232-241, 2020
Traffic4cast at neurips 2020-yet more on the unreasonable effectiveness of gridded geo-spatial processes
M Kopp, D Kreil, M Neun, D Jonietz, H Martin, P Herruzo, A Gruca, ...
NeurIPS 2020 Competition and Demonstration Track, 325-343, 2021
High-resolution multi-channel weather forecasting–First insights on transfer learning from the Weather4cast Competitions 2021
P Herruzo, A Gruca, L Lliso, X Calbet, P Rípodas, S Hochreiter, M Kopp, ...
2021 IEEE International Conference on Big Data (Big Data), 5750-5757, 2021
CDCEO'21-First Workshop on Complex Data Challenges in Earth Observation
A Gruca, P Herruzo, P Rípodas, A Kucik, C Briese, MK Kopp, S Hochreiter, ...
Proceedings of the 30th ACM International Conference on Information …, 2021
Traffic4cast at neurips 2021-temporal and spatial few-shot transfer learning in gridded geo-spatial processes
C Eichenberger, M Neun, H Martin, P Herruzo, M Spanring, Y Lu, S Choi, ...
NeurIPS 2021 Competitions and Demonstrations Track, 97-112, 2022
Analyzing first-person stories based on socializing, eating and sedentary patterns
P Herruzo, L Portell, A Soto, B Remeseiro
New Trends in Image Analysis and Processing–ICIAP 2017: ICIAP International …, 2017
Can a CNN recognize Catalan diet?
P Herruzo, M Bolaños, P Radeva
AIP conference proceedings 1773 (1), 2016
Weather4cast at neurips 2022: Super-resolution rain movie prediction under spatio-temporal shifts
A Gruca, F Serva, L Lliso, P Rípodas, X Calbet, P Herruzo, J Pihrt, ...
NeurIPS 2022 Competition Track, 292-313, 2023
Recurrent autoencoder with skip connections and exogenous variables for traffic forecasting
P Herruzo, JL Larriba-Pey
NeurIPS 2019 Competition and Demonstration Track, 47-55, 2020
SAF de Nowcasting (NWC SAF) liderado por AEMET
P Rípodas Agudo, JA Lahuerta García, J García Pereda, ...
Universidad Pública de Navarra, 2022
The Landslide4Sense Competition 2022.
P Ghamisi, O Ghorbanzadeh, Y Xu, P Herruzo, DP Kreil, M Kopp, ...
CDCEO@ IJCAI, 91, 2022
Towards Objective Description of Eating, Socializing and Sedentary Lifestyle Patterns in Egocentric Images
P Herruzo, L Portell, A Soto, B Remeseiro
EgoApp Workshop, British Machine Vision Conference (BMVC) 2019, 2019
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