Natsumi Kato


Computer Vision / HCI



University of Tsukuba
Graduate School of Library, Information and Media Studies
Master's Program in Library, Information and Media StudiesD2


静岡県生まれ, 筑波大学博士後期課程2年

Ars ElectronicaでSTARTS Prize2018にノミネート


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Natsumi Kato, Hiroyuki Osone, Kotaro Oomori, Chun Wei Ooi, and Yoichi Ochiai. 2019. GANs-based Clothes Design- Pattern Maker Is All You Need to Design Clothing. In Proceedings of the 10th Augmented Human International Conference (AH ’19). ACM, New York, NY, USA, Article 21, 7 pages. DOI:

Natsumi Kato*, Hiroyuki Osone*, Daitetsu Sato, Naoya Muramatsu, and Yoichi Ochiai. 2018. DeepWear: a Case Study of Collaborative Design between Human and Artificial Intelligence. In Proceedings of the Twelfth International Conference on Tangible, Embedded, and Embodied Interaction (TEI ’18). ACM, New York, NY, USA, 529-536. DOI: (* Joint first authorship.)

Natsumi Kato, Hiroyuki Osone, Daitetsu Sato, Naoya Muramatsu, and Yoichi Ochiai. 2017. Crowd Sourcing Clothes Design Directed by Adversarial Neural Networks. In NIPS 2017 Workshop (NIPS ’17).

落合陽一らのDeepWearプロジェクト最新版、機械学習の生成画像の質はパタンナーにあまり影響せず , , ZOZO FashionTechNews ,  2019.04.17