A Scaling Law for Syn2real Transfer: How Much Is Your Pre-training Effective?

Hiroaki Mikami, Kenji Fukumizu, Shogo Murai, Shuji Suzuki, Yuta Kikuchi, Taiji Suzuki, Shin-ichi Maeda, Kohei Hayashi. A Scaling Law for Syn2real Transfer: How Much Is Your Pre-training Effective?. In Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part III. Volume 13715 of Lecture Notes in Computer Science, pages 477-492, Springer, 2022. [doi]

Authors

Hiroaki Mikami

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Kenji Fukumizu

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Shogo Murai

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Shuji Suzuki

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Yuta Kikuchi

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Taiji Suzuki

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Shin-ichi Maeda

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Kohei Hayashi

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