Search Results for author: Hideki Asoh

Found 9 papers, 1 papers with code

Corner case data description and detection

1 code implementation7 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.

Self-paced Data Augmentation for Training Neural Networks

no code implementations29 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.

Data Augmentation Single Particle Analysis

Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli

no code implementations19 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.

Image Captioning Sentence

Symbol Emergence in Robotics: A Survey

no code implementations29 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.

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