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Bergmann, Urs

  1. Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
    2020/02/14 by Rasul, Kashif, Sheikh, Abdul-Saboor, Schuster, Ingmar +2 · 11 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Texture Synthesis with Spatial Generative Adversarial Networks
    2016/11/24 by Nikolay Jetchev, Urs Bergmann, Jetchev, Nikolay +3 · 8 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (stat.ML)
  3. Learning Texture Manifolds with the Periodic Spatial GAN
    2017/05/18 by Urs Bergmann, Bergmann, Urs, Nikolay Jetchev +3 · 1 citation
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (stat.ML)
  4. Set Flow: A Permutation Invariant Normalizing Flow
    2019/09/06 by Rasul, Kashif, Schuster, Ingmar, Vollgraf, Roland +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)