A. Berke Gökmen

Hi! I am a first-year PhD student at UC Berkeley EECS advised by Prof. Trevor Darrell.

I am interested in computer vision, machine learning, and robotics. My research focuses on developing algorithms for visual perception and understanding in autonomous systems.

E-mail: a.berke[at]berkeley[dot]edu

A. Berke Gökmen

News

  • Heading to UC Berkeley EECS for my PhD!
  • Our work COM4D is accepted to CVPR 2026! Check out the paper.
  • Our work COM4D is on arXiv!
Older news
  • Joined INSAIT as a Researcher in Sofia, Bulgaria.
  • Our work RoPECraft is accepted to NeurIPS 2025!
  • Our work Dual Encoder GAN Inversion is accepted to NeurIPS 2024!
  • Started as a Research Intern at ETH Zürich Computer Vision Lab (CVL).
  • Started as an Undergraduate Researcher at Bilkent University DLR.

Publications

  1. Compositional 4D scenes teaser

    Inferring Compositional 4D Scenes without Ever Seeing One

    Ahmet Berke Gokmen, Ajad Chattkuli, Luc Van Gool, Danda Pani Paudel

    CVPR 2026PaperProjectCode

  2. RoPECraft: Training-Free Motion Transfer with Trajectory Guided Optimization on DiTs

    Ahmet Berke Gokmen*, Yigit Ekin*, Bahri Batuhan Bilecen*, Aysegul Dundar (* joint first authors)

    NeurIPS 2025PaperProjectCode

  3. Dual Encoder GAN Inversion for High-fidelity 3D Head Reconstruction from Single Images

    Ahmet Berke Gokmen*, Bahri Batuhan Bilecen*, Aysegul Dundar (* joint first authors)

    NeurIPS 2024PaperProjectCode

  4. Identity Preserving 3D Head Stylization with Multiview Score Distillation

    Bahri Batuhan Bilecen, Ahmet Berke Gokmen, Furkan Guzelant, Aysegul Dundar

    ICCV 2025PaperProjectCode
  5. Counterfactual disease removal comparison

    Counterfactual Disease Removal and Generation in Chest X-Rays Using Diffusion Models

    Ahmet Berke Gokmen, Ender Konukoglu

    arXiv 2025PaperProjectCode
Experience & education

Research & work

  • UC Berkeley EECS · PhD StudentAug 2026 - Present · Berkeley, CA
  • INSAIT · ResearcherAug 2025 – Aug 2026 · Sofia
  • ETH Zürich CVL · Research InternJul 2024 – Nov 2024 · Zürich
  • Bilkent DLR · Undergraduate ResearcherJan 2024 – Aug 2025 · Ankara
  • Getir · Software EngineerSep 2022 – Jan 2024 · Istanbul

Education

  • UC Berkeley EECS · PhD StudentAug 2026 - Present · Berkeley, CA
  • Bilkent University · B.E. Computer Science2020 – 2025 · Ankara
  • EPFL · Exchange, Computer Science2023 – 2024 · Lausanne
  • Çanakkale Özel Fen Lisesi · Math & Science DiplomaÇanakkale

Short-term schools

  • MBZUAI Winter School on Generative AI and Representation LearningFeb 2026 · Abu Dhabi
  • Cornell, Maryland, Max Planck Pre-doctoral Research School in Computer ScienceAug 2025 · Saarbrücken

For undergraduates

If you’re an undergraduate at UC Berkeley interested in research opportunities and if you plan to pursue graduate studies, feel free to reach out to me by email with your CV, past work and publications, interests and expectations. Edit: I'm not taking undergraduates for research positions at the moment, but I am happy to answer questions and provide advice to the best of my ability.

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