Bioinformatics + AI

AI-based computational modeling of biological phenomena using multi-omics data

Communication + AI

Integrating AI technologies to create a positive user experience

Core AI

Dynamic Scene Deblurring: restoring a clean and sharp image from a motion-blurred image with deep learning.

Core AI

Improving the generalization ability of algorithms or models in terms of reliability and adaptability.

Core AI

Data mining and machine learning on graphs

Core AI

Optimization of deep learning network on the resource-constrained environment

Core AI

deep learning systems, distributed systems, and compilers.

Bioengineering + AI

The application of "Explainable AI" techniques to medical field and advancement of the clinical decision support system (CDSS)

Energy + AI

Prediction and control of nuclear fusion plasmas in a tokamak device by using AI

Quantum Physics+AI

Application of machine learning algorithms to quantum information processing and data analysis

Core AI

Data augmentation and synthesis for efficient and effective neural network training

Core AI

Efficient model compression methods toward on-device deep learning.

Core AI

Efficient Deep Neural Networks for Image Restoration and Enhancement

Core AI

Few-shot learning algorithms that are effective and widely applicable.

Core AI

Deep learning system software

Core AI

Trustworthiness and robustness of machine learning algorithms

Core AI

Video Understanding & Self-Supervised Representation Learning

Core AI

Research on Label-efficient Deep Learning

Core AI

Mobile AI platform for Mixed Reality (Mixed Reality, MR) applications

Core AI

Fact-Based Conditional Text Generation and Evaluation

Core AI

Efficient Tensor Mining for Large-scale Multi-aspect Data