I was with Facebook AI Research working with prof. Lorenzo Torresani. I was a postdoctoral associate in (PI: prof. ) at , Cambridge, MA, US. I completed my M.S. and Ph.D. at Dept. EE, , Korea (co-advised by profs. and , and former co-advisor Dr. ). I finished my B.E. degree (the first-class honor) from Dept. Computer Engineering at (KWU), Korea.
I was a research intern in Visual Computing Group, Microsoft Research Asia (MSRA), Beijing, China from 2014 to 2015, where I was working with Drs. and . I visited Cognitive Group, Microsoft Research, Redmond, WA, US in 2016 as a research intern, and worked with Drs. , and on computational photography.
I am a recipient of Microsoft Research Asia Fellowship, Gold prize of Samsung HumanTech thesis award, Qualcomm Innovation awards, Excellent research achievement award by Hyundai Motor Co., CVPR outstanding reviewer award 2020 and top research achievement awards from KAIST.
I am broadly interested in computer vision & machine learning. Mostly, I like human centric research that connects human and machine in general. My research interests include:
Machine perception understanding (Multi-modal learning, video understanding, 3D-perception)
Data efficient learning (Prior based learning and inference, minimal-supervised learning)
Deep neural networks and representation learning
Low-rank & sparse structure and related optimization techniques
but not limited to.