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Imbedding Deep Neural Networks


Feb 15, 2022
Andrew Corbett , Dmitry Kangin

* Accepted as a spotlight paper at the 10th International Conference on Learning Representations (ICLR), 2022 

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Skillful Precipitation Nowcasting using Deep Generative Models of Radar


Apr 02, 2021
Suman Ravuri , Karel Lenc , Matthew Willson , Dmitry Kangin , Remi Lam , Piotr Mirowski , Megan Fitzsimons , Maria Athanassiadou , Sheleem Kashem , Sam Madge , Rachel Prudden , Amol Mandhane , Aidan Clark , Andrew Brock , Karen Simonyan , Raia Hadsell , Niall Robinson , Ellen Clancy , Alberto Arribas , Shakir Mohamed

* 46 pages, 17 figures, 2 tables 

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A review of radar-based nowcasting of precipitation and applicable machine learning techniques


May 11, 2020
Rachel Prudden , Samantha Adams , Dmitry Kangin , Niall Robinson , Suman Ravuri , Shakir Mohamed , Alberto Arribas

* 17 pages This work has been submitted to Monthly Weather Review. Copyright in this work may be transferred without further notice 

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On-Policy Trust Region Policy Optimisation with Replay Buffers


Jan 18, 2019
Dmitry Kangin , Nicolas Pugeault


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Aggregated Sparse Attention for Steering Angle Prediction


Mar 15, 2018
Sen He , Dmitry Kangin , Yang Mi , Nicolas Pugeault


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