Jussi Leinonen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 13

Top Topics

Diffusion Model

Adaptive Regularization

Weather Prediction

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Manuel Haussmann, Tran Minh Son Le, Viivi Halla-aho, Samu Kurki, Jussi Leinonen, Miika Koskinen, Samuel Kaski, Harri Lähdesmäki
Estimating treatment effects from single-arm trials via latent-variable modeling. AISTATS (2024)
Jussi Leinonen, Ulrich Hamann, Daniele Nerini, Urs Germann, Gabriele Franch
Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification. CoRR (2023)
Manuel Haussmann, Tran Minh Son Le, Viivi Halla-aho, Samu Kurki, Jussi Leinonen, Miika Koskinen, Samuel Kaski, Harri Lähdesmäki
Estimating treatment effects from single-arm trials via latent-variable modeling. CoRR (2023)
Jussi Leinonen, Ulrich Hamann, Urs Germann
Seamless lightning nowcasting with recurrent-convolutional deep learning. CoRR (2022)
Jussi Leinonen, Ulrich Hamann, Ioannis V. Sideris, Urs Germann
Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model. CoRR (2022)
Jussi Leinonen
Spatiotemporal Weather Data Predictions with Shortcut Recurrent-Convolutional Networks: A Solution for the Weather4cast Challenge. CIKM Workshops (2021)
Jussi Leinonen, Daniele Nerini, Alexis Berne
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields With a Generative Adversarial Network. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Jussi Leinonen
Improvements to short-term weather prediction with recurrent-convolutional networks. IEEE BigData (2021)
Jussi Leinonen
Spatiotemporal Weather Data Predictions with Shortcut Recurrent-Convolutional Networks: A Solution for the Weather4cast challenge. CoRR (2021)
Jussi Leinonen
Improvements to short-term weather prediction with recurrent-convolutional networks. CoRR (2021)
Jussi Leinonen, Daniele Nerini, Alexis Berne
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network. CoRR (2020)
Oguzhan Gencoglu, Mark J. van Gils, Esin Guldogan, Chamin Morikawa, Mehmet Süzen, Mathias Gruber, Jussi Leinonen, Heikki Huttunen
HARK Side of Deep Learning - From Grad Student Descent to Automated Machine Learning. CoRR (2019)
Annakaisa von Lerber, Dmitri Moisseev, Jussi Leinonen, Jarmo Koistinen, Martti T. Hallikainen
Modeling Radar Attenuation by a Low Melting Layer With Optimized Model Parameters at C-Band. IEEE Trans. Geosci. Remote. Sens. 53 (2) (2015)
Annakaisa von Lerber, Dmitri Moisseev, Jussi Leinonen, Jani Tyynela, V. Chandrasekar, Martti T. Hallikainen
Modeling melting layer radar observations at GPM frequencies; comparison to measurements. IGARSS (2011)
Jussi Leinonen, Dmitri Moisseev, V. Chandrasekar, Jarkko Koskinen
Mapping Radar Reflectivity Values of Snowfall Between Frequency Bands. IEEE Trans. Geosci. Remote. Sens. 49 (8) (2011)