Mayu Otani

CyberAgent AI Lab

I’m a research scientist at CyberAgent, Inc. I recieved a MS and a Ph.D from Nara Institute of Science and Technolgy, advised by Dr. Naokazu Yokoya and Professor Kiyoshi Kiyokawa.

selected publications (see also at Google Scholar)

  1. CVPR
    Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation
    Mayu Otani, Riku Togashi, Yu Sawai, and 5 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    PDF Website
  2. CVPR
    LayoutDM: Discrete Diffusion Model for Controllable Layout Generation
    Naoto Inoue, Kotaro Kikuchi, Edgar Simo-Serra, and 2 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    Website
  3. CVPR
    Towards Flexible Multi-modal Document Models
    Naoto Inoue, Kotaro Kikuchi, Edgar Simo-Serra, and 2 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    Website
  4. WACV
    Color Recommendation for Vector Graphic Documents based on Multi-Palette Representation
    Qianru Qiu, Xueting Wang, Mayu Otani, and 1 more author
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
    PDF Website
  5. WACV
    Generative Colorization of Structured Mobile Web Pages
    Kotaro Kikuchi, Naoto Inoue, Mayu Otani, and 2 more authors
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
    PDF Website
  6. CVPR
    Optimal Correction Cost for Object Detection Evaluation
    Mayu Otani, Riku Togashi, Yuta Nakashima, and 3 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
    PDF Website
  7. CVPR
    AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval
    Riku Togashi, Mayu Otani, Yuta Nakashima, and 3 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
    PDF
  8. CVPR
    Does robustness on ImageNet transfer to downstream tasks?
    Yutaro Yamada, and Mayu Otani
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
    PDF
  9. BMVC
    Uncovering Hidden Challenges in Query-Based Video Moment Retrieval
    Mayu Otani, Yuta Nakashima, Esa Rahtu, and 1 more author
    In British Machine Vision Conference, 2020
    PDF Website
  10. CVPR
    Rethinking the Evaluation of Video Summaries
    Mayu Otani, Yuta Nakashima, Esa Rahtu, and 1 more author
    In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2019
    PDF Website