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Amir Mehrpanah

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Doctoral student

Details

Unit address
Lindstedtsvägen 24

Researcher


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:

  1. On Spectral Properties of Gradient-Based Explanation Methods [ECCV 24]a short youtube video
  2. 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

Profile picture of Amir Mehrpanah