Steffen Czolbe

Can we detect when geometric alignment algorithms make errors? 🔍
We introduce the first unsupervised, learning-based method for detecting changes in image topology, along with a new dataset for evaluation. Accepted to #neurips2021 arxiv.org/abs/2106.08233
1/5

A very interesting take at machine learning as "Software 2.0", it's pros and cons compared to traditional "Software 1.0"

medium.com/@karpathy/soft…

Want to understand the LDDMM diffeomorphic image registration algorithm by @drmfbeg?

I published a simple, fully commented python implementation. The code references equations of the original paper and makes learning simple.

github.com/SteffenCzolbe/…