Name: Jakub Tomczak
Type: User
Company: Eindhoven University of Technology
Bio: Associate professor at Eindhoven University of Technology | Formerly assist. prof at VU, MSC-IF in Max Welling's group at the UvA, and DL Researcher at Qualcomm
Twitter: jmtomczak
Location: Amsterdam, The Netherlands
Blog: jmtomczak.github.io
Jakub Tomczak's Projects
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
General Invertible Transformations for Flow-based Generative Models
"Deep Generative Modeling": Introductory Examples
My webpage
lightMM: a novel tool for calculating kinetic constants in the Michaelis-Menten equation from two substrate concentrations
Code for the models in "PixelVAE: A Latent Variable Model for Natural Images" (https://arxiv.org/abs/1611.05013
Population-based Kinetic Parameter Identification for Saccharomyces cerevisiae
Population-based Parameter Identification for Systems Biology
Differential Evolution with Reversible Linear Transformations
End to end Tensor IR/DSL stack for deploying deep learning workloads to hardwares
Code for the paper "Improving Variational Auto-Encoders using Householder Flow" (https://arxiv.org/abs/1611.09630)
A simple example of VAEs with KANs
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
Code in PyTorch for the convex combination linear IAF and the Householder Flow, J.M. Tomczak & M. Welling