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 | 32 | 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 | 25 | 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 | 20 | 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 | 18 | 2022 |
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 | 18 | 2021 |
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 | 9 | 2017 |
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 | 7 | 2023 |
Can a CNN recognize Catalan diet? P Herruzo, M Bolaños, P Radeva AIP conference proceedings 1773 (1), 2016 | 7 | 2016 |
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 | 5 | 2020 |
SAF de Nowcasting (NWC SAF) liderado por AEMET P Rípodas Agudo, JA Lahuerta García, J García Pereda, ... Universidad Pública de Navarra, 2022 | | 2022 |
The Landslide4Sense Competition 2022. P Ghamisi, O Ghorbanzadeh, Y Xu, P Herruzo, DP Kreil, M Kopp, ... CDCEO@ IJCAI, 91, 2022 | | 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 | | 2019 |