Julius Berner
@juliusbernerResearch Scientist @nvidia | Postdoc @Caltech | PhD @mdsunivie | former intern @facebookresearch and @nvidia | bridging theory and practice in deep learning
Language Breakdown
Lines of code distribution across 18 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
48
PRs
0
Growth
+18%
Top Collaborators
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Coding Streak
Contribution activity over the past year
Steffen Schneider
@stes
Karan Desai
@kdexd
Michael Scherbela
@MScherbela
Markus Ferdinand Dablander
@MarkusFerdinandDablander
Liad
@liadmagen
Top Repositories
Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning (NeurIPS 2020)
Material for 'Mathematics of Deep Learning Workshop' (Invited Talk)
Solving stochastic differential equations and Kolmogorov equations by means of deep learning and Multilevel Monte Carlo simulation
Contextual Emotion Detection in Text (DoubleDistilBert Model)
Scrape and analyze your Google Scholar profile
Ansible playbook to setup a VPN router using OpenWrt on a Raspberry Pi
Soft-margin SVM gradient-descent implementation in PyTorch and TensorFlow/Keras
Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning (ICML 2022)
Ansible playbook for dockerized home-server
Open Source Impact
Contributions to external projects
