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Julian Jorge Andrade Guerreiro
LayoutFlow: Flow Matching for Layout Generation
Julian Jorge Andrade Guerreiro , Naoto
Inoue , Kento Masui , Mayu Otani , Hideki Nakayama
ECCV , 2024
Project Page /
Code
Flow Matching for Layout Generation provides a more geometrically intuitive approach, while also
significantly speeding up the generation process.
PCT-Net: Full Resolution Image Harmonization Using Pixel-Wise Color
Transformations
Julian Jorge Andrade Guerreiro , Mitsuru Nakazawa , Bjorn Stenger
CVPR , 2023
Code
We enable efficient full-resolution Image Harmonization by introducing pixel-wise color
transformations (PCTs). Work was done while interning at Rakuten Institute of Technology.
Detection of Osteoarthritis from Multimodal Hand Data
Julian Jorge Andrade Guerreiro , Yoshimitsu Aoki , Shuntaro Saito, Katsuya
Suzuki
EMBC , 2022
We investigate the effectiveness of different modalities, namely RGB images, video, and thermal
images, to detect Osteoarthritis.
University of Tokyo
Ph.D. course in Creative Informatics
Apr 2023 - Sep 2026 (expected)
Keio University
M.Sc. in Electrical Engineering
Oct 2020 - Mar 2022
RWTH Aachen University
M.Sc. in Electrical Engineering
Oct 2019 - Feb 2023
RWTH Aachen University
B.Sc. in Electrical Engineering
Oct 2016 - Sep 2019
Journals:
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), New Generation Computing
Conferences:
CVPR (2024, 2025), ICCV (2025), SIGGRAPH (2025), NeurIPS (2025), WACV (2025)