1 code implementation • 7 Jan 2021 • Tinghui Ouyang, Vicent Sant Marco, Yoshinao Isobe, Hideki Asoh, Yutaka Oiwa, Yoshiki Seo
However, the complex architecture and the huge amount of parameters make the robust adjustment of DL models not easy, meanwhile it is not possible to generate all real-world corner cases for DL training.
no code implementations • 29 Oct 2020 • Tomoumi Takase, Ryo Karakida, Hideki Asoh
A typical method that applies data augmentation to all training samples disregards sample suitability, which may reduce classifier performance.
no code implementations • 19 Jan 2018 • Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
The results demonstrate that the proposed model can decode brain activity and generate descriptions using natural language sentences.
no code implementations • 29 Sep 2015 • Tadahiro Taniguchi, Takayuki Nagai, Tomoaki Nakamura, Naoto Iwahashi, Tetsuya OGATA, Hideki Asoh
Humans can learn the use of language through physical interaction with their environment and semiotic communication with other people.