Frano Rajič

Frano Rajič

PhD student at ETH

About me

My name is Frano Rajič, and I’m a PhD student in the Computer Vision and Learning Group (VLG) at ETH Zürich, under the supervision of Prof. Siyu Tang. My primary interest lies in addressing 3D computer vision problems using Deep Learning, particularly in dynamic scene reconstruction and understanding. Previously, I worked as a research intern with Dr. Martin Danelljan at ETH and with Prof. Robert West and Prof. Alexandre Alahi at EPFL. I’ve also spent time at KTH, UniZG‑FER, Amazon, HashCode, and Nviso SA.

Education

  • Ph.D. in Computer Science at ETH Zürich, Switzerland, 2024/1 – ongoing
  • M.Sc. in Data Science at EPFL, Switzerland, 2021/9 – 2023/9
    • Visiting Student at ETH Zürich, Switzerland, 2023/3 - 2023/9
    • Visiting Student at KTH, Sweden, 2020/8 – 2021/1
  • B.Sc. in Computer Science at UniZG‑FER, Croatia, 2017/10 – 2020/7

Publications

  • SAM-PT: Segment Anything Meets Point Tracking.
    Received 500+ GitHub stars in one week. Included as a HuggingFace daily paper.
    Frano Rajič, Lei Ke, Yu-Wing Tai, Chi-Keung Tang, Martin Danelljan, Fisher Yu.
    arXiv preprint arXiv:2307.01197, 2023. [Paper] [Code]

  • Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations.
    Yuejiang Liu, Ahmad Rahimi, Po-Chien Luan, Frano Rajič, Alexandre Alahi.
    In submission, 2023. Short version to appear at NeurIPS workshop, 2023. [Paper] [Code]

  • Language Model Decoding as Likelihood-Utility Alignment.
    Martin Josifoski, Maxime Peyrard, Frano Rajič, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kıcıman, Boi Faltings, Robert West.
    EACL Findings, 2023. [Paper] [Code]

* denotes equal contribution

Research Internships

  • CVL (video segmentation, point tracking), ETH Zürich, Switzerland, 2023/3 – 2023/12
  • VITA (trajectory prediction), EPFL, Switzerland, 2022/9 – 2023/3
  • DLAB (language model decoding), EPFL, Switzerland, 2022/3 – 2022/8

Software Development Engineering Internships

  • Nviso SA, Lausanne, Switzerland, 2022/7 – 2022/9
  • Amazon, Dublin, Ireland, 2021/5 – 2021/10
  • HashCode d.o.o, Zagreb, Croatia, 2019/7 – 2019/10

Teaching Experience

  • Teaching Assistant for Advanced Use of Linux at UniZG‑FER, Spring 2019
  • Teaching Assistant for Basic Use of Linux at UniZG‑FER, Fall 2018
  • Teaching Assistant for Digital Logic at UniZG‑FER, Fall 2017
  • Educator at Youth Research Centre (ICM), December 2017 – April 2020
    • Conducted workshops for computer science students covering deep learning, Raspberry Pi, and 3D printing