Merve R. Barın

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I am a Master’s student at Koç University, working on computer vision.
I am also a research fellow at the Koç University & İş Bankası Artificial Intelligence Center (KUIS AI), under the supervision of Dr. Fatma Güney.

I earned my Bachelor’s degree in Computer Engineering with high honors from
Boğaziçi University.

My research experience includes perception and representation learning for autonomous driving, with a focus on Bird’s Eye View (BEV) perception models.

Recently, I have been interested in utilizing generative models to improve the generalizability of perception models.

In my spare time, my cats own me. :cat: :paw_prints:

news

Nov 28, 2024 I released the code for my ECCV workshop paper!
Sep 30, 2024 I presented my workshop paper “Robust Bird’s Eye View Segmentation by Adapting DINOv2” at VCAD, ECCV 2024!

publications

  1. RobustBEV
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    Robust Bird’s Eye View Segmentation by Adapting DINOv2
    Merve Rabia Barın, Görkay Aydemir, and Fatma Güney
    2024
  2. PaintInStyle
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    PaintInStyle: One-Shot Discovery of Interpretable Directions by Painting
    Berkay Doner, Elif Sema Balcioglu, Merve Rabia Barin, and 3 more authors
    In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022