Marios Loizou

University of Cyprus

MariosLoizou.jpg

I am currently a Research Associate at CYENS CoE. I obtained my Ph.D. in Computer Science from the University of Cyprus, advised by Prof. Evangelos Kalogerakis and Dr. Melinos Averkiou. My research topics include 3D computer vision, 3D deep learning and geometry processing.

I am particularly interested in deep learning architectures that process 3D shape representations and can infer semantics of real world environments. You can find my CV here.

news

Oct 24, 2023 Our work on conditional facade synthesis via selective editing is accepted in WACV 2024. Check the project’s website for more details.
Jul 1, 2023 Our work on cross-shape attention across different shapes is accepted in SGP 2023. Our project page includes our code and trained models.
Feb 15, 2023 We are happy to announce the BuildingNet challenge (hosted on EvalAI) as part of the 2nd StruCo3D workshop @ CVPR 2023 Vancouver (Canada).
Dec 15, 2022 Our 2nd Workshop on Structural and Compositional Learning on 3D Data will be hosted at CVPR 2023.
Jul 22, 2021 Our large-scale dataset of consistently labeled 3D buildings with challenging structure is accepted in ICCV 2021 (oral). Check the project’s website for details including code and data.

selected publications

  1. Cross-Shape Attention for Part Segmentation of 3D Point Clouds
    Loizou, M., Garg, S., Petrov, D., Averkiou, M., and Kalogerakis, E.
    Computer Graphics Forum (Proc. SGP), 42(5), 2023
  2. PRIFIT: Learning to Fit Primitives Improves Few Shot Point Cloud Segmentation
    Sharma, G., Dash, B., RoyChowdhury, A., Gadelha, M.,  Loizou, M., Cao, L., Wang, R, Learned-Miller, E. G., Maji, S, and Kalogerakis, E.
    In Proc. SGP, 2022
  3. BuildingNet: Learning to Label 3D Buildings
    Selvaraju, P., Nabail, M.,  Loizou, M., Maslioukova, M., Averkiou, M., Andreou, A., Chaudhuri, S., and Kalogerakis, E.
    In Proc. ICCV, 2021
  4. Learning Part Boundaries from 3D Point Clouds
    Loizou, M., Averkiou, M., and Kalogerakis, E
    Computer Graphics Forum (Proc. SGP), 39(5), 2020