no code implementations • 4 Sep 2023 • Ryota Yoshihashi, Yuya Otsuka, Kenji Doi, Tomohiro Tanaka, Hirokatsu Kataoka
The advance of generative models for images has inspired various training techniques for image recognition utilizing synthetic images.
no code implementations • 25 Nov 2022 • Ryota Yoshihashi, Shuhei Nishimura, Dai Yonebayashi, Yuya Otsuka, Tomohiro Tanaka, Takashi Miyazaki
Siamese-network-based self-supervised learning (SSL) suffers from slow convergence and instability in training.