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ORCIDPetr Simánek
Person information
- unicode name: Petr Šimánek
- affiliation: Czech Technical University in Prague, Faculty of Information Technology, Czech Republic
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2020 – today
- 2024
[j1]Frantisek Koutenský, Petr Simánek
, Miroslav Cepek, Alexander Kovalenko:
Overcoming Long Inference Time of Nearest Neighbors Analysis in Regression and Uncertainty Prediction. SN Comput. Sci. 5(5): 486 (2024)- [c8]Jan Sobotka, Petr Simánek:
Investigation into Training Dynamics of Learned Optimizers (Student Abstract). AAAI 2024: 23657-23658 - [c7]Frantisek Koutenský, Jirí Pihrt, Miroslav Cepek, Vojtech Rybár, Petr Simánek, Michal Kepka, Karel Jedlicka, Karel Charvát:
Combining Local and Global Weather Data to Improve Forecast Accuracy for Agriculture. FedCSIS (Communication Papers) 2024: 77-82 - [c6]Jirí Pihrt, Petr Simánek, Alexander Kovalenko, Jirí Kvapil, Karel Charvát:
AI-Based Spatiotemporal Crop Monitoring by Cloud Removal in Satellite Images. FedCSIS 2024: 485-492 - [c5]Jan Sobotka, Petr Simánek, Daniel Vasata:
Investigation into the Training Dynamics of Learned Optimizers. ICAART (2) 2024: 135-146 - [c4]Jan-Matyás Martinu, Petr Simánek:
Enhancing Weather Predictions: Super-Resolution via Deep Diffusion Models. ICANN (9) 2024: 186-197 - [i5]Jan Martinu, Petr Simánek:
Enhancing Weather Predictions: Super-Resolution via Deep Diffusion Models. CoRR abs/2406.04099 (2024) - 2023
- [i4]Matej Choma, Petr Simánek, Jakub Bartel:
Improving deep learning precipitation nowcasting by using prior knowledge. CoRR abs/2301.11707 (2023) - [i3]Jan Sobotka, Petr Simánek, Daniel Vasata:
Investigation into the Training Dynamics of Learned Optimizers. CoRR abs/2312.07174 (2023) - 2022
- [c3]Petr Simánek, Daniel Vasata, Pavel Kordík:
Learning to Optimize with Dynamic Mode Decomposition. IJCNN 2022: 1-8 - [c2]Jirí Pihrt, Petr Simánek:
Spatiotemporal Prediction of Vehicle Movement Using Artificial Neural Networks. IV 2022: 734-739 - [i2]Petr Simánek, Daniel Vasata, Pavel Kordík:
Learning to Optimize with Dynamic Mode Decomposition. CoRR abs/2211.16268 (2022) - [i1]Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma:
WeatherFusionNet: Predicting Precipitation from Satellite Data. CoRR abs/2211.16824 (2022) - 2021
- [c1]Aleksandra Gruca, Federico Serva, Llorenç Lliso, Pilar Rípodas, Xavier Calbet, Pedro Herruzo, Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma, Yang Li, Haiyu Dong, Yury Belousov, Sergey Polezhaev, Brian Pulfer, Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi, Jinyoung Park, Minseok Son, Seungju Cho, Inyoung Lee, Changick Kim, Taehyeon Kim, Shinhwan Kang, Hyeonjeong Shin, Deukryeol Yoon, Seongha Eom, Kijung Shin, Se-Young Yun, Bertrand Le Saux, Michael K. Kopp, Sepp Hochreiter, David P. Kreil:
Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts. NeurIPS (Competition and Demos) 2021: 292-313
Coauthor Index
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