Research Overview

Research Statement (Link) 

1. Efficient Machine Learning

• Distillation

• Pruning

• Quantization

• Filter decomposition

• Neural architecture search

• Neuromorphic system

• Dataset condensation 

2. Visual Computing

• Image restoration

• Image/Video generation

• Image/Video compression

• 3D scene reconstruction

Collaborators

(in alphabetical order)

• Dr. Soo Ye Kim (Adobe Research, USA)

• Prof. Jong Hwan Ko (Sungkyunkwan University, South Korea)

• Prof. Sungyong Lee (Kyung Hee University, South Korea)

• Prof. Yong-Jae Moon (Kyung Hee University, South Korea)

• Prof. Tae-Hyun Oh (KAIST, South Korea)

• Prof. Chaoning Zhang (UESTC, China)