Julius Berner

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)

oberwolfach_workshop

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

sde_sampler

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