Seminar Machine Learning for Microscopy WS 25

Author
Affiliation

Philipp Pelz

FAU Erlangen-Nuernberg

Published

September 7, 2025

Other Formats

Github Code

Studon Link

1 Topics

  1. Intro
  2. Convolutional Neural Networks in Microscopy
  3. Generative Adversarial Networks in Microscopy
  4. Transformers in Microscopy
  5. Self-Supervised Learning in Microscopy
  6. Transfer Learning in Microscopy

2 Schedule

2.1 Session 1: Intro (17.10.2025)

2.2 Sessions 2-5: Journal Club 24.10.25 - 21.11.25

2.3 Session 6: 28.11.25 - Talks 1 - 2

2.4 Session 7: 05.12.25 - Talks 3 - 4

2.5 Session 8: 12.12.25 - Talks 5 - 6

2.6 Session 9: 19.12.25 - Talks 7 - 8

2.7 Session 10: 26.12.25 - Talks 9 - 10

References

Citation

BibTeX citation:
@online{pelz2025,
  author = {Pelz, Philipp},
  title = {Seminar {Machine} {Learning} for {Microscopy} {WS} 25},
  date = {2025-09-07},
  langid = {en}
}
For attribution, please cite this work as:
Pelz, Philipp. 2025. “Seminar Machine Learning for Microscopy WS 25.” Friedrich-Alexander Universitaet Erlangen-Nuernberg. September 7, 2025.