Ada Görgün

I am a PhD student in the Computer Vision and Machine Learning department at the Max Planck Institute for Informatics, under the supervision of Prof. Dr. Bernt Schiele and Dr. Jonas Fischer. Prior to this role, I served as a computer vision and machine learning researcher at the METU Center for Image Analysis (OGAM). I have completed my master’s degree in electrical and electronics engineering at the Middle East Technical University (METU) under the supervision of Prof. Dr. Aydın Alatan and Dr. Yeti Gürbüz, where my thesis delved into the interpretability of neural networks, their correlation with signal processing techniques, and the application of knowledge distillation. I also earned my bachelor’s degree in electrical and electronics engineering from the Middle East Technical University (METU).

My research focuses on representation learning and explainability of deep networks in the context of computer vision.

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News

07/2024

I started my PhD at the Max Planck Institute for Informatics!

01/2024

I joined the Max Planck Institute for Informatics as a research scientist!

09/2023

Our work on knowledge distillation is accepted at BMVC'23!

Publications

letKD

Knowledge Distillation Layer that Lets the Student Decide
Ada Görgün*, Yeti Ziya Gürbüz*, A. Aydın Alatan
(*equal contribution)
BMVC, 2023

Paper | Code

tf-framework

Feature Embedding by Template Matching as a ResNet Block
Ada Görgün*, Yeti Ziya Gürbüz*, A. Aydın Alatan
(*equal contribution)
BMVC, 2022

Paper | Code


Template from Jon Barron.