Education

• April 2020 - Present: Ph. D. student, Graduate School of Information Science and Technology, The University of Tokyo (東京大学大学院情報理工学系研究科).
• April 2018 - March 2020: Master’s student, Graduate School of Information Science and Technology, The University of Tokyo (東京大学大学院情報理工学系研究科).
• April 2014 - March 2018: Undergraduate student, Mechano-Informatics, The University of Tokyo (東京大学工学部).

Publications

• Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada. Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations. European Conference on Computer Vision (ECCV), 2022. [Paper][Project page]
• Atsuhiro Noguchi, Umar Iqbal, Jonathan Tremblay, Tatsuya Harada, Orazio Gallo.Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects. Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [paper][Project page]
• Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada. Neural Articulated Radiance Field. International Conference on Computer Vision (ICCV), 2021. [paper]
• Atsuhiro Noguchi, Tatsuya Harada. Image Generation from Small Datasets via Batch Statistics Adaptation. Journal of the Imaging Society of Japan (日本画像学会誌), 2020, 59.6: 607-616. [paper]
• Atsuhiro Noguchi, Tatsuya Harada. RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis. International Conference on Learning Representations (ICLR), 2020. [paper]
• Atsuhiro Noguchi, Tatsuya Harada. Image Generation From Small Datasets via Batch Statistics Adaptation. International Conference on Computer Vision (ICCV), 2019. [paper]

Competitions

• The 5th place in the Visual Question Answering (VQA) Challenge 2018 in CVPR2018. Mikihiro Tanaka, Atsuhiro Noguchi, Kohei Uehara, Lisa Kawai, Yoshitaka Ushiku, Tatsuya Harada. [link]
• The 4th place in the fine-grained food classification (iFood) Challenge 2018 in CVPR2018. Atsuhiro Noguchi, Rishabh Gupta, Kuniaki Saito, Tatsuaki Machida, Teppei Kanayama, Yoshitaka Ushiku, Tatsuya Harada. [link]

Invited Talks

• Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada. Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations. PRMU, 2022. [link]
• Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada. Neural Articulated Radiance Field. MIRU, 2022. [link]
• Atsuhiro Noguchi, Tatsuya Harada. Image Generation From Small Datasets via Batch Statistics Adaptation. PRMU, 2019. [link]

Work Experiences

• April 2021 - July 2021: NVIDIA, Research Internship.
• April 2020 - November 2020: RIKEN AIP (理化学研究所　革新知能統合研究センター), Part-time Researcher
• November 2018 - March 2019: Preferred Networks, Inc., Part-time Engineer.
• July 2018 - September 2018: Preferred Networks, Inc., Machine Learning Engineer Internship.

Awards and others

• April 2021 - March 2023: Japan Society for the Promotion of Scienece (JSPS) Research Fellowship for Young Scientists (DC2)
• April 2020 - March 2021: Graduate School of Information Science and Technology Doctoral Student Special Incentives Program (IST-RA)
• January 2020 - December 2020: Microsoft Research Asia Collaborative Research 2020 Grant (D-CORE) Award
• March 2018: The Japan Society of Mechanical Engineers (JSME) Hatakeyama Award 2017 (日本機械学会畠山賞).

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last update: April 20, 2022