Generative Modeling

Generative Modeling

Generative modeling enables machines to create new data. The field of generative modeling is like reverse engineering, how real data was created and then modeling this generation process. Our ability to understand the underlying factors that are responsible for generating the data can help us not only generate new images but also generate images that were never seen before by simply intervening on different factors of the generation process. model when applying it to safety critical domains, such as, autonomous driving or medical imaging. Our group focuses mainly on XAI for computer vision with works on evaluating XAI methods and intrinsically more explainable models.

What I cannot create, I do not understand.

Richard P. Feynman


  Name Working area(s) Contact
Krishnakant Singh M.Sc.
+49 6151 16-21424
S2|02 A326
Simone Schaub-Meyer Dr. Sc.
+49 6151 16-25411
S2|02 A306
Prof. Stefan Roth, Ph.D.
+49 6151 16-21425
S2|02 A304