Mana Masuda

Hi, I am Mana Masuda (枡田真奈).

I am a Ph.D. student (Sep. 2022-) advised by Prof. Hideo Saito at Keio University.
I joined Prof. Kris Kitani lab at Robotics Institute (RI) at Carnegie Mellon University as a Research Associate.
I am a Research Fellow of JSPS Research Fellowships for Young Scientists (DC2).
I attained my master's degree with early completion in 1.5 years at Keio University under the supervision of Prof. Hideo Saito.

E-mail: mana.smile[at]keio.jp

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Selected Publications
Generalizable Neural Human Renderer
Mana Masuda, Jinhyung Park, Shun Iwase, Rawal Khirodkar, Kris Kitani
ArXiv 2024
paper
Event-based Camera Tracker by ∇t NeRF
Mana Masuda, Yusuke Sekikawa, Hideo Saito
IEEEAccess, 2023.
Frontier Paper Award at Meeting on Image Recognition and Understanding (MIRU), 2022
Oral Presentation at Meeting on Image Recognition and Understanding (MIRU), 2022
Poster Presentation at International Computer Vision Summer School (ICVSS), 2023
paper
Neural Implicit Event Generator for Motion Tracking
Mana Masuda, Yusuke Sekikawa, Ryo Fujii, Hideo Saito
International Conference on Robotics and Automation (ICRA), 2022.
paper
Toward Unsupervised 3d Point Cloud Anomaly Detection using Variational Autoencoder
Mana Masuda, Ryo Hachiuma, Ryo Fujii, Hideo Saito, Yusuke Sekikawa
International Conference on Image Processing (ICIP), 2021.
paper
Other Peer Reviewed Papers
OS-NeRF: Generalizable Novel View Synthesis for Occluded Open-Surgical Scenes
Mana Masuda, Ryo Hachiuma, Hideo Saito, Yoshifumi Takatsume, Hiroki Kajita
IEEE VR Workshop, 2024
Novel View Synthesis for Unseen Surgery Recordings
Mana Masuda, Hideo Saito, Yoshifumi Takatsume, Hiroki Kajita
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications(VISAPP), 2023
Novel View Synthesis for Surgical Recording
Mana Masuda, Hideo Saito, Yoshifumi Takatsume, Hiroki Kajita
MICCAI Workshop, 2022
Unsupervised Anomaly Detection from Event Camera for Surveillance Monitoring
Mana Masuda, Ryo Hachiuma, Ryo Fujii, Hideo Saito, Yusuke Sekikawa
Oral presentation at International Conference on Image Electronics and Visual Computing(IEVC), 2021
Unsupervised Anomaly Detection of the First Person in Gait from an Egocentric Camera
Mana Masuda, Ryo Hachiuma, Ryo Fujii, Hideo Saito
International Symposium on Visual Computing(ISVC), 2020
Honers

International Computer Vision Summer School 2023 (ICVSS2023) Jul. 9 - 15, 2023 (Acceptance Rate 27.7%)
MIRU Frontier Paper Award Jul. 28, 2022
Grants
Research and Work Experiences
  • [Apr. 2023 - Present] Research Associate, Kitani Lab, CMU
  • [Oct. 2020 - Mar. 2023] Research Collaborate, Denso IT Laboratory
  • [Aug. 2022 - Nov. 2022] Software Engineer Internship, Google Japan
  • [Feb. 2022 - Jun. 2022] Research Internship, LINE CVL
  • [Oct. 2021 - Jan. 2022] Software Engineer Internship, Google Japan
  • [Aug. 2021 - Sep. 2021] Research Internship, LINE CVL
  • [Apr. 2020 - Jul. 2020] Build@Mercari, Mericari Inc.
  • [Apr. 2020 - Jun. 2020] STEP Development Course, Google Japan
  • [Nov. 2019 - Mar. 2020] Machine Learning Internship, Ridge-i Inc.

Mana Masuda 2023 / Design: jonbarron