Petr Simánek

According to our database, Petr Simánek authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Investigation into the Training Dynamics of Learned Optimizers.

Jan Sobotka, Petr Simánek, Daniel Vasata

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Investigation into Training Dynamics of Learned Optimizers (Student Abstract).

Jan Sobotka, Petr Simánek

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Improving deep learning precipitation nowcasting by using prior knowledge.

Matej Choma, Petr Simánek, Jakub Bartel

CoRR, 2023

2022

WeatherFusionNet: Predicting Precipitation from Satellite Data.

Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma

CoRR, 2022

Spatiotemporal Prediction of Vehicle Movement Using Artificial Neural Networks.

Jirí Pihrt, Petr Simánek

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Learning to Optimize with Dynamic Mode Decomposition.

Petr Simánek, Daniel Vasata, Pavel Kordík

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts.

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

Proceedings of the NeurIPS 2022 Competition Track, 2021