Janek Zimoch
Janek Zimoch
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Projects
Causal Inference
Built a generative model for a causal inference problem with some latent variables.
raport
github
Experiment scheduler
Program for scheduling many smaller experiments on GPU in sequence.
raport
github
Startup Weekend Bristol
In 2018, I organised TechStars Startup Weekend in Bristol.
Visual Localisation
Developing novel, probabilistic approach to multimodal visual localisation.
thesis
github
Photometric Stereo
Using Conditional Normalising Flows to combat input ambiguity.
Similar company finder
A web app tool for sales teams to help them identify new clients, that are similar to their existing clients.
github
VAE with Inverse Autoregressive flows
Replicated “VAE with Inverse Autoregressive Flow” paper by Kingma et al.
report
Video making
"My Life Story", "Trip to Mallorca", "Practice is Progress" and others
Deep Metric Learning
Used Contrastive learning to classify whether two query images are of the same class.
report
github
Extended Vision
In 2018, I worked on an accesibility app for visualy impaired.
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