Kaoru Hiramatsu

Generative Adversarial Image Synthesis with Decision Tree Latent Controller

This paper proposes the decision tree latent controller generative adversarial network (DTLC-GAN), an extension of a GAN that can learn hierarchically interpretable representations without relying...

Understanding Community Structure in Layered Neural Networks

A layered neural network is now one of the most common choices for the prediction of high-dimensional practical data sets, where the relationship between input and output data is complex and...

Modular Representation of Layered Neural Networks

Layered neural networks have greatly improved the performance of various applications including image processing, speech recognition, natural language processing, and bioinformatics. However, it...

Knowledge Discovery from Layered Neural Networks based on Non-negative Task Decomposition

Interpretability has become an important issue in the machine learning field, along with the success of layered neural networks in various practical tasks. Since a trained layered neural network...

Log Analysis of Map-Based Web Page Search on Digital City Kyoto

Agent-Based Coordination of Regional Information Services

Modular representation of autoencoder networks

An Augmented Web Space for Digital Cities

Designing Spectral Power Distribution of Illumination with Color Chart to Enhance Color Saturation

Sequence-to-Sequence Voice Conversion with Similarity Metric Learned Using Generative Adversarial Networks

Digital City Kyoto: Towards a Social Information Infrastructure

A Simple Probabilistic Analysis of Sensor Data Fluctuations in the Real World

Proposal of Visualization of Reasoning Processes in Sensor Network Environment

Generative Attribute Controller with Conditional Filtered Generative Adversarial Networks

Generative Adversarial Image Synthesis With Decision Tree Latent Controller

Recursive Extraction of Modular Structure from Layered Neural Networks Using Variational Bayes Method

Two-phase Query Modification using Semantic Relations based on Ontologies

Filter design based on multiple model estimation