Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor

no code implementations • 7 May 2022 • Yuzhu Li, Tairan Liu, Hatice Ceylan Koydemir, Hongda Wang, Keelan O'Riordan, Bijie Bai, Yuta Haga, Junji Kobashi, Hitoshi Tanaka, Takaya Tamaru, Kazunori Yamaguchi, Aydogan Ozcan

Due to the large scalability, ultra-large field-of-view, and low cost of the TFT-based image sensors, this platform can be integrated with each agar plate to be tested and disposed of after the automated CFU count.

Cultural Vocal Bursts Intensity Prediction

Compact and Robust Models for Japanese-English Character-level Machine Translation

no code implementations • WS 2019 • Jinan Dai, Kazunori Yamaguchi

Character-level translation has been proved to be able to achieve preferable translation quality without explicit segmentation, but training a character-level model needs a lot of hardware resources.

Machine Translation Translation

Argument Component Classification by Relation Identification by Neural Network and TextRank

no code implementations • WS 2019 • Mamoru Deguchi, Kazunori Yamaguchi

On the other hand, unsupervised document classification has the advantage of being able to use the whole document, but accuracy of these methods is not so high.

Classification Component Classification +4