News [Click here for a full list]

- We have 1 paper accepted in AAAI 2026  [Oral presentation] 

- We have 1 paper accepted in ICDM 2025  [Oral presentation] 

- Jin Hong and  Yujin Han have been received Excellent Paper Award in AVSS 2025 

- Prof. Kwon serves as an Area Chair for CVPR 2026

- We have 1 paper accepted in ASRU 2025 — Our first paper in speech research 

- Prof. Kwon serves as an Area Chair for AAAI 2026 

- Prof. Kwon serves as an Area Chair for WACV 2026

- We have 1 paper accepted in AVSS 2025

- We have 1 paper accepted in CVPR 2025 Workshop

- We have 1 paper accepted in MICCAI 2025 [Early Accept (top 9% of submissions)] 

- Dr. Sungwoo Park will join Korea University as an Assistant Professor starting in March 2025 

- We have 1 paper accepted in AAAI 2025

- Prof. Kwon serves as an Area Chair for ICCV 2025

- Prof. Kwon serves as an Area Chair for CVPR 2025

Members

Junseok Kwon (Professor) [Homepage] [Google Scholar]

Jinhee Park (Ph.D. Student) [Homepage]

• Metric Learning, Confidence Calibration  

Jin Hong (Ph.D. Student) [Homepage]

• Image to Music Generation, Speech, Diffusion Model

     Juhyeon Park (Ph.D. Student) [Homepage] 

• Multi-modal

     Yujin Kim (Ph.D. Student) [Homepage] 

• Physic-informed NN, Neural Operator, Geometric Learning

Jisoo Park (Ph.D.Student) [Homepage] 

• Speech, 3D Talking Head Synthesis, Deepfake Detection,   

Seonghak Lee (Ph.D. Student) [Homepage] 

• 3D Human Avatar, 3D Talking Head Synthesis, Speech Enhancement  

Sehong Oh (Ph.D. Student) [Homepage]

• LLM

Dagyeong Na (Master Student)  [Homepage]

• Anomaly Detection and Prediction in Time-series Data   

Jihee Yoon  (Master Student)  [Homepage]

• Story to Image Generation

Yujin Han  (Master Student)  [Homepage]

• 3DGS

 Junhee Cho   (Master Student) [Homepage]

• Large-scale 3DGS

 Woojin Kim   (Master Student) 

• Computer Vision Machine Learning

 Seongsoo Jeon  (Master Student)

• Computer Vision Machine Learning

Dongha Lee (Bachelor Student)

Alumni  [Click here for a full list]

Recent & Selected Publications [Click here (Conference) and here (Journal) for a full list]

- Machine learning: Confidence Calibration, Out-Of-Distribution Detection, Metric learning, Geometric Learning, Adversarial Attack, Representation Learning, Monte Carlo sampling, Variational inference, Generative learning, Graph learning, and Meta learning, 

- Computer vision: Diffusion Model, NeRF, 3D Talking Head Synthesis, HumanRF, Object detection, 3D Point clouds, Event summarization, Dehazing, and Low-light enhancement 

- Speech:  Speech Separation, Speech Enhancement, Speech Recognition