Khoi Duc Nguyen

I am a PhD student at the University of Wisconsin - Madison. My research is machine learning and computer vision. My past works focused on data-efficiency in image classification, video classification, and pose estimation.

Previously, I was a research intern at the National University of Singapore, working with Chen Li and Prof. Gim Hee Lee. Prior to that, I received my Bachelor of Engineering degree in Computer Engineering from the Ho Chi Minh City University of Technology, Vietnam. I was also a research resident at VinAI Research, working with Rang HM Nguyen, Binh-Son Hua and Quoc-Huy Tran (Retrocausal, Inc.).

Education

Aug 2023 - Present Ph.D in Computer Science
Aug 2017 - Dec 2021 B.Eng in Computer Engineering

Work Experience

Jun 2022 - May 2023 Research Intern
Nov 2020 - Jun 2022 Research Resident
Jun 2020 - Sep 2020 Engineering Intern
Jan 2020 - Oct 2020 Research Assistant

Publications

(*) denotes equal contribution

ESCAPE: Encoding Super-keypoints for Category-Agnostic Pose Estimation
Khoi Duc Nguyen, Chen Li, Gim Hee Lee
Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments
Khoi Duc Nguyen, Quoc-Huy Tran, Khoi Nguyen, Binh-Son Hua, and Rang Nguyen
European Conference on Computer Vision (ECCV), 2022.

POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples
Duong H. Le*, Khoi Duc Nguyen*, Khoi Nguyen, Quoc-Huy Tran, Rang Nguyen, and Binh-Son Hua
Neural Information Processing Systems 35 (NeurIPS), 2021.

Teaching

CS354 Machine Organization and Programming
Spring 2024

CS240 Intro to Discrete Mathematics
Fall 2023