Scholar
Kim Ji-Yeon
Google Scholar ID: NYA9EpgAAAAJ
POSTECH
Citations & Impact
Citations
73
H-index
4
i10-index
2
Publications
6
Co-authors
6
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Publications:
- - CLIP-Actor-X: Text-driven 4D Human Avatar Generation via Cross-modal Synthesis-through-Optimization (Under review)
- - The Devil is in the Details: Simple Remedies for Image-to-LiDAR Representation Learning (ACCV 2024)
- - Uni-DVPS: Unified Model for Depth-Aware Video Panoptic Segmentation (RA-L 2024, Oral presentation @ IROS 2024)
- - MinDVPS: Minimal Model for Depth-aware Video Panoptic Segmentation (CVPRW 2023)
- - CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes (ECCV 2022, Qualcomm Innovation Award 2022, AI4CC Workshop @ CVPR 2023)
- - Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise (BMVC 2021)
- Awards & Honors:
- - Best Paper Award at Korean Robotics Society Annual Conference (KRoC), 2024
- - Minister’s Award at Electronics Times ICT Paper Awards (1st rank; $12,000), 2023
- - Winner of Qualcomm Innovation Fellowship Korea ($4,000), 2022
- - Outstanding Poster Presentation, IPIU, 2022
- - National Science & Technology Scholarship, 2017-2019
- - Academic Excellence Scholarship, 2015-2016
Research Experience
- Member of AMILab.
Education
- Ph.D. student at POSTECH in Convergence IT Engineering, advised by Tae-Hyun Oh; Bachelor's degree in IT Engineering from Sookmyung Women's University; Exchange student at the University of Toronto.
Background
- Research interests: computer vision and machine learning, specializing in understanding the 3D world through 2D visual cues. Recently, her research interests are on perceiving 3D humans in the scene.
Miscellany
- Academic Services:
- - Conference Reviewer: CVPR, NeurIPS, ICCV, ICLR, ICRA
- - Journal Reviewer: RA-L, TVCJ
