Name: Julian Schäfer-Zimmermann
Type: User
Company: Max Planck Institute of Animal Behavior
Bio: PhD in Physics / Machine-learning. Currently working as a PostDoc at the Max Planck Institute of Animal Behavior
Twitter: SciAdaGroup
Location: Frankfurt am Main
Blog: https://sigmoid.social/@julianzimmermann
Julian Schäfer-Zimmermann's Projects
Code for "Deep neural networks for classifying complex features in diffraction images", Zimmermann et al. (2019) (Phys. Rev. E 99, 063309)
Tensorflow 2.x implementation of the beta-TCVAE (arXiv:1802.04942).
Experiments for understanding disentanglement in VAE latent representations
Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general) (Originally from https://wiseodd.github.io)
Mie-Theory based analysis of TDSE calculations of the dipole response
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples. (Originally from https://wiseodd.github.io)
Collection of probabilistic models and inference algorithms (Originally from https://wiseodd.github.io)