Hyung-gun Chi

About Me

I am currently a Ph.D candidate in the Department of Electrical and Computer Engineering at Purdue University. As part of the Convergence Design Lab, I was supervised by Prof. Kartik Ramani. I received my B.S. in Mechanical Enngineering at Yonsei University. My research interests are primarily focused on the intersection of Computer Vision and Machine Learning, with a particular emphasis on Representation Learning for human actions, 3D Computer Vision, and their practical applications. I aim to explore the development and integration of advanced algorithms for human action recognition, 3D scene understanding, and object detection, specifically for use in Virtual Reality (VR) / Augmented Reality (AR) devices and Autonomous Vehicles.

Research Interests

• Computer Vision: Human Action Recognition, Human Action Generation, Human Action Prediction
• Human Computer Interaction: Augmented Reality (AR) / Virtual Reality (VR), Autonomous Vehicles.

News

• [Sep. 2024] One paper is accepted to TPAMI
• [Jul. 2024] Started an AIML residency at Apple.
• [Jul. 2024] Three papers were accepted to ECCV 2024
• [Jul. 2024] One paper was accepted to IROS 2024
• [Jun. 2024] Attended CVPR24 Doctoral Consortium.
• [Mar. 2024] One paper was accepted to Neural Networks.
• [Feb. 2024] One paper was accepted to CVPR 2024.
• [Jan. 2024] Started an AI Researcher position at Innovation Center of Hanwha Vision America.
• [Nov. 2023] Defended my PhD thesis.
• [Oct. 2023] One paper was accepted to RA-L.
• [Sep. 2023] One paper was accepted to BMVC 2023 Oral.
• [May. 2023] Started an internship at Toyota Research Institute (TRI).
• [May. 2023] Gave a talk on Human Action Recognition at Sungkyunkwan Univ.
• [Apr. 2023] Gave a talk on Human Action Recognition at Keimyung Univ.
• [Apr. 2023] Gave a talk on Human Action Recognition at Yonsei Univ.
• [Mar. 2023] One paper was accepted to ICRA 2023.
• [Feb. 2023] Two papers were accepted to CVPR 2023.
• [Jan. 2023] Started an internship at Honda Research Institute (HRI).

Selected Publications

Services

Conference Reviewers

• European Conference on Computer Vision (ECCV) 2024
• International Conference on Machine Learning (ICML) 2024
• IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023-2024
• International Conference on Learning Representations (ICLR) 2024
• Conference on Neural Information Processing Systems (NeurIPS) 2023
• IEEE/CVF International Conference on Computer Vision (ICCV) 2023
• The British Machine Vision Conference (BMVC) 2020‐2023
• The IEEE Conference on Artificial Intelligence (CAI) 2023

Journal Reviewers

• ACM Transactionson Multimedia Computing, Communications, and Applications (TOMM)
• IEEE Transactions on Image Processing (TIP)
• IEEE Transactionson Pattern Analysisand Machine Intelligence (TPAMI)
• IEEE Roboticsand Automation Letters (RAL)
• Computer Visionand Image Understanding (CVIU)
• Journal of Visual Communication and Image Representation (JVCI)
• Journal of Computing and Information Sciencein Engineering (JCISE)

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