Julius Berner

icon indicating a website link https://jberner.info icon indicating an email [email protected]

icon company NVIDIA icon location Santa Clara, US icon location Research Scientist @nvidia | Postdoc @Caltech | PhD @mdsunivie | former intern @facebookresearch and @nvidia | bridging theory and practice in deep learning

Results 3 repositories owned by Julius Berner

deep_kolmogorov

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Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning (NeurIPS 2020)

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oberwolfach_workshop

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Material for 'Mathematics of Deep Learning Workshop' (Invited Talk)

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sde_sampler

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Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)

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