Feature Representation Analysis of Deep Convolutional Neural Network using Two-stage Feature Transfer -An Application for Diffuse Lung Disease Classification-. - Aiga Suzuki; Hidenori Sakanashi; Shoji Kido; Hayaru Shouno (CoRR, 2018)

A Generative Model of Textures Using Hierarchical Probabilistic Principal Component Analysis. - Aiga Suzuki; Hayaru Shouno (CoRR, 2018)

PCI: Principal Component Initialization for Deep Autoencoders. - Aiga Suzuki; Hidenori Sakanashi (ICANN (2), 2019)

AdaFilter: Adaptive Filter Design with Local Image Basis Decomposition for Optimizing Image Recognition Preprocessing. - Aiga Suzuki; Keiichi Ito; Takahide Ibe; Nobuyuki Otsu (ICPR, 2020)

Improved Subspace Method for Supervised Anomaly Detection with Minimal Anomalous Data. - Fumito Ebuchi; Aiga Suzuki; Masahiro Murakawa (ICPRAM, 2020)

Initialization Method of Batch Uniformization Auto Encoder by Principal Component Analysis. - Shogo Takaoka; Takuya Kitamura; Aiga Suzuki; Masahiro Murakawa (SSCI, 2021)

Multi-task Learning with Consistent Prediction for Efficient Breast Ultrasound Tumor Detection. - Kaiwen Yang; Aiga Suzuki; Jiaxing Ye; Hirokazu Nosato; Ayumi Izumori; Hidenori Sakanashi (BIBM, 2022)