Petr Simánek

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Nearest Neighbor

Using Artificial Neural Networks

Top Venues

SN Comput. Sci.

Publications

Jan Sobotka, Petr Simánek, Daniel Vasata
Investigation into the Training Dynamics of Learned Optimizers. ICAART (2) (2024)
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) (2024)
Jan Martinu, Petr Simánek
Enhancing Weather Predictions: Super-Resolution via Deep Diffusion Models. CoRR (2024)
Jan Sobotka, Petr Simánek
Investigation into Training Dynamics of Learned Optimizers (Student Abstract). AAAI (2024)
Jan Sobotka, Petr Simánek, Daniel Vasata
Investigation into the Training Dynamics of Learned Optimizers. CoRR (2023)
Matej Choma, Petr Simánek, Jakub Bartel
Improving deep learning precipitation nowcasting by using prior knowledge. CoRR (2023)
Petr Simánek, Daniel Vasata, Pavel Kordík
Learning to Optimize with Dynamic Mode Decomposition. CoRR (2022)
Petr Simánek, Daniel Vasata, Pavel Kordík
Learning to Optimize with Dynamic Mode Decomposition. IJCNN (2022)
Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma
WeatherFusionNet: Predicting Precipitation from Satellite Data. CoRR (2022)
Jirí Pihrt, Petr Simánek
Spatiotemporal Prediction of Vehicle Movement Using Artificial Neural Networks. IV (2022)
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)