Amir Mehrpanah
Doctoral student
Kungliga Tekniska Högskolanhttps://www.kth.se/profile/amirme
Details
Unit address
Lindstedtsvägen 24
E-mail
Researcher
Researcher ID
About me
Interested in understanding the underlying dynamics of deep models and doing a PhD on explaining the uncertainty of deep models.
I mostly use theoretical methods to understand deep networks better, see this video for an example. I have got plenty of cool ideas, most of which does not work. But feel free to email me if you are looking for a project about explainability.
Our Recent Publications:
- On Spectral Properties of Gradient-Based Explanation Methods [ECCV 24], a short youtube video
- On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations [ICCV 25], a short youtube video
Courses
Deep Learning in Data Science (DD2424), assistant
Deep Learning, Advanced Course (DD2412), assistant