Introduction

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We develop machine learning and artificial intelligence techniques using various types of big data such as structured data and unstructured data (image, audio, text, graph), and we also study data analysis.

Our research area includes:
* Computer vision: classification, segmentation, object detection based on 2D images. We are expanding it to 3D image tasks.
* Speech & Natural Language Processing: speech enhancement, chatbot, text generation and multi-modal summarization.
* Graph: high-dimensional genetic data analysis, graph embedding and graph neural network.

Our lab also studies applied research in various fields such as Bio/Health, Manufacturing, Material Science and Network Analysis based on machine learning and artificial intelligence using different types of big data.