Release date: 2020.12.18
Best Paper Honorable Mention Award at ACCV2020
At the Asian Conference on Computer Vision (ACCV) 2020, an international conference on computer vision, a paper presented by Kataoka et al. at the Artificial Intelligence Research Center, AIST, received the Best Paper Honorable Mention Award.
The paper proposes a novel concept, Formula-driven Supervised Learning. The paper shows the proposed Fractal DataBase (FractalDB), a database without natural images, is useful for pre-training.
- Title: Pre-training without Natural Images
- Authors: Hirokatsu Kataoka, Kazushige Okayasu, Asato Matsumoto, Eisuke Yamagata, Ryosuke Yamada, Nakamasa Inoue, Akio Nakamura, Yutaka Satoh