Petr Simánek

15 papers A* 1B 1C 2Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing Fractional Gradient Descent with Learned Optimizers.
CoRR
Jan Sobotka, Petr Simánek, Pavel Kordík
2024 C conf
AI-Based Spatiotemporal Crop Monitoring by Cloud Removal in Satellite Images.
FedCSIS
Jirí Pihrt, Petr Simánek, Alexander Kovalenko, Jirí Kvapil, Karel Charvát
2024 — conf
Combining Local and Global Weather Data to Improve Forecast Accuracy for Agriculture.
FedCSIS (Communication Papers)
Frantisek Koutenský, Jirí Pihrt, Miroslav Cepek, Vojtech Rybár, Petr Simánek, Michal Kepka, Karel Jedlicka, Karel Charvát
2024 — conf
Enhancing Weather Predictions: Super-Resolution via Deep Diffusion Models.
ICANN (9)
Jan-Matyás Martinu, Petr Simánek
2024 J jnl
Enhancing Weather Predictions: Super-Resolution via Deep Diffusion Models.
CoRR
Jan Martinu, Petr Simánek
2024 A* conf
Investigation into Training Dynamics of Learned Optimizers (Student Abstract).
AAAI
Jan Sobotka, Petr Simánek
2024 — conf
Investigation into the Training Dynamics of Learned Optimizers.
ICAART (2)
Jan Sobotka, Petr Simánek, Daniel Vasata
2024 J jnl
Overcoming Long Inference Time of Nearest Neighbors Analysis in Regression and Uncertainty Prediction.
SN Comput. Sci.
Frantisek Koutenský, Petr Simánek, Miroslav Cepek, Alexander Kovalenko
2023 J jnl
Improving deep learning precipitation nowcasting by using prior knowledge.
CoRR
Matej Choma, Petr Simánek, Jakub Bartel
2023 J jnl
Investigation into the Training Dynamics of Learned Optimizers.
CoRR
Jan Sobotka, Petr Simánek, Daniel Vasata
2022 B conf
Learning to Optimize with Dynamic Mode Decomposition.
IJCNN
Petr Simánek, Daniel Vasata, Pavel Kordík
2022 J jnl
Learning to Optimize with Dynamic Mode Decomposition.
CoRR
Petr Simánek, Daniel Vasata, Pavel Kordík
2022 C conf
Spatiotemporal Prediction of Vehicle Movement Using Artificial Neural Networks.
IV
Jirí Pihrt, Petr Simánek
2022 J jnl
WeatherFusionNet: Predicting Precipitation from Satellite Data.
CoRR
Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma
2021 — conf
Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts.
NeurIPS (Competition and Demos)
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