Disease Severity Regression with Continuous Data Augmentation

no code implementations • 24 Feb 2023 • Shumpei Takezaki, Kiyohito Tanaka, Seiichi Uchida, Takeaki Kadota

We propose continuous DA as a solution to the two issues.

Data Augmentation Generative Adversarial Network +1

Deep Bayesian Active-Learning-to-Rank for Endoscopic Image Data

no code implementations • 5 Aug 2022 • Takeaki Kadota, Hideaki Hayashi, Ryoma Bise, Kiyohito Tanaka, Seiichi Uchida

This paper proposes a deep Bayesian active-learning-to-rank, which trains a Bayesian convolutional neural network while automatically selecting appropriate pairs for relative annotation.

Active Learning Learning-To-Rank

Famous Companies Use More Letters in Logo:A Large-Scale Analysis of Text Area in Logo

no code implementations • 1 Apr 2021 • Shintaro Nishi, Takeaki Kadota, Seiichi Uchida

Various findings include the weak positive correlation between the text area ratio and the number of followers of the company.

regression