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Petr Simánek

Petr Šimánek

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unicode name: Petr Šimánek
affiliation: Czech Technical University in Prague, Faculty of Information Technology, Czech Republic

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2020 – today

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2024
[c5]
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  - conf/aaai/SobotkaS24
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Jan Sobotka, Petr Simánek:
Investigation into Training Dynamics of Learned Optimizers (Student Abstract). AAAI 2024: 23657-23658
[c4]
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Jan Sobotka, Petr Simánek, Daniel Vasata:
Investigation into the Training Dynamics of Learned Optimizers. ICAART (2) 2024: 135-146
2023
[i4]
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  - journals/corr/abs-2301-11707
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Matej Choma, Petr Simánek, Jakub Bartel:
Improving deep learning precipitation nowcasting by using prior knowledge. CoRR abs/2301.11707 (2023)
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  - journals/corr/abs-2312-07174
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Jan Sobotka, Petr Simánek, Daniel Vasata:
Investigation into the Training Dynamics of Learned Optimizers. CoRR abs/2312.07174 (2023)
2022
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  - conf/ijcnn/SimanekVK22
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Petr Simánek, Daniel Vasata, Pavel Kordík:
Learning to Optimize with Dynamic Mode Decomposition. IJCNN 2022: 1-8
[c2]
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  - conf/ivs/PihrtS22
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Jirí Pihrt, Petr Simánek:
Spatiotemporal Prediction of Vehicle Movement Using Artificial Neural Networks. IV 2022: 734-739
[i2]
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  - journals/corr/abs-2211-16268
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Petr Simánek, Daniel Vasata, Pavel Kordík:
Learning to Optimize with Dynamic Mode Decomposition. CoRR abs/2211.16268 (2022)
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  - journals/corr/abs-2211-16824
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Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma:
WeatherFusionNet: Predicting Precipitation from Satellite Data. CoRR abs/2211.16824 (2022)
2021
[c1]
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  - conf/nips/GrucaSLRCHPRSCLDBPPSKSKACPSCLKKKSYESYS21
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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

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