Aiga Suzuki

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 7

Top Topics

Probabilistic Principal Component Analysis

Convolutional Neural Network

Top Venues

Publications

Kaiwen Yang, Aiga Suzuki, Jiaxing Ye, Hirokazu Nosato, Ayumi Izumori, Hidenori Sakanashi
Multi-task Learning with Consistent Prediction for Efficient Breast Ultrasound Tumor Detection. BIBM (2022)
Shogo Takaoka, Takuya Kitamura, Aiga Suzuki, Masahiro Murakawa
Initialization Method of Batch Uniformization Auto Encoder by Principal Component Analysis. SSCI (2021)
Fumito Ebuchi, Aiga Suzuki, Masahiro Murakawa
Improved Subspace Method for Supervised Anomaly Detection with Minimal Anomalous Data. ICPRAM (2020)
Aiga Suzuki, Keiichi Ito, Takahide Ibe, Nobuyuki Otsu
AdaFilter: Adaptive Filter Design with Local Image Basis Decomposition for Optimizing Image Recognition Preprocessing. ICPR (2020)
Aiga Suzuki, Hidenori Sakanashi
PCI: Principal Component Initialization for Deep Autoencoders. ICANN (2) (2019)
Aiga Suzuki, Hidenori Sakanashi, Shoji Kido, Hayaru Shouno
Feature Representation Analysis of Deep Convolutional Neural Network using Two-stage Feature Transfer -An Application for Diffuse Lung Disease Classification-. CoRR (2018)
Aiga Suzuki, Hayaru Shouno
A Generative Model of Textures Using Hierarchical Probabilistic Principal Component Analysis. CoRR (2018)