Kotaro Kikuchi

  • Research Scientist
  • kikuchi_kotaro_xa@cyberagent.co.jp

Kotaro Kikuchi is a research scientist at CyberAgent, Inc. His research interests include the application of machine learning and optimization techniques to support graphic design creation. He received his Ph.D. degree in 2022, under the supervision of Prof. Edgar Simo-Serra. During his doctoral studies, he had research internships at CyberAgent AI Lab and Microsoft Research Asia.

Featured Project

Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation

Daichi Horita, Naoto Inoue, Kotaro Kikuchi, Kota Yamaguchi, Kiyoharu Aizawa

CVPR 2024 (Oral)

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation

Naoto Inoue, Kotaro Kikuchi, Edgar Simo-Serra, Mayu Otani, Kota Yamaguchi

CVPR 2023

Towards Flexible Multi-modal Document Models

Naoto Inoue, Kotaro Kikuchi, Edgar Simo-Serra, Mayu Otani, Kota Yamaguchi

CVPR 2023 (Highlight)

Generative Colorization of Structured Mobile Web Pages

Kotaro Kikuchi, Naoto Inoue, Mayu Otani, Edgar Simo-Serra, Kota Yamaguchi

WACV 2023

Modeling Visual Containment for Web Page Layout Optimization

Kotaro Kikuchi, Mayu Otani, Kota Yamaguchi, Edgar Simo-Serra

Pacific Graphics 2021

Constrained Graphic Layout Generation via Latent Optimization

Kotaro Kikuchi, Edgar Simo-Serra, Mayu Otani, Kota Yamaguchi

ACM Multimedia 2021

Publication

Peer-reviewed journal papers

Peer-reviewed conference papers

Other publications

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