PUBLICATIONS/AWARDS
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CV/Google Scholar/GitHub

Kim Ji-Yeon

I am a Ph.D. student at POSTECH, advised by Prof. Tae-Hyun Oh.
My research focuses on reconstructing and generating interactive 3D human models,
especially human-object interaction.

Email: jiyeon.kim [at] postech [dot] ac [dot] kr

Publications

CLIP-Actor-X
CLIP-Actor-X: Text-driven 4D Human Avatar Generation via Cross-modal Synthesis-through-Optimization
Kim Youwang*, Taehyun Byun*, Kim Ji-Yeon, Sungjoon Choi, Tae-Hyun Oh
TPAMI 2026|Minister's Award @ ICT Paper Awards
Paper
LiDAR-Anchored Collaborative Distillation
LiDAR-Anchored Collaborative Distillation for Robust 2D Representations
Wonjun Jo, Hyunwoo Ha, Kim Ji-Yeon, Hawook Jeong, Tae-Hyun Oh
RA-L 2026
Project Page•Paper•Code
Self-Supervised Collaborative Distillation
Self-Supervised Collaborative Distillation: Enhancing Lighting Robustness and 3D Awareness
Wonjun Jo, Hyunwoo Ha, Kim Ji-Yeon, Hawook Jeong, Tae-Hyun Oh
ICCVW 2025
Paper
Image-to-LiDAR representation learning
The Devil is in the Details: Simple Remedies for Image-to-LiDAR Representation Learning
Wonjun Jo, Kwon Byung-Ki, Kim Ji-Yeon, Kyungdon Joo, Hawook Jung, Tae-Hyun Oh
ACCV 2024
Project Page•Paper•Code
Uni-DVPS: Unified Model for Depth-Aware Video Panoptic Segmentation
Kim Ji-Yeon, Oh Hyun-Bin, Kwon Byung-Ki, Dahun Kim, Youngjin Kwon, Tae-Hyun Oh
RA-L 2024|Oral presentation @ IROS 2024
Project Page•Paper•Code
MinDVPS
MinDVPS: Minimal Model for Depth-aware Video Panoptic Segmentation
Kim Ji-Yeon, Oh Hyun-Bin, Dahun Kim, Tae-Hyun Oh
CVPRW 2023
Paper
CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes
Kim Youwang*, Kim Ji-Yeon*, Tae-Hyun Oh
ECCV 2022|Qualcomm Innovation Fellowship Winner|AI4CC Workshop @ CVPR 2023
Project Page•Paper•Code
Unified 3D mesh recovery
Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise
Kim Youwang, Kim Ji-Yeon, Kyungdon Joo, Tae-Hyun Oh
BMVC 2021
Project Page•Paper

Awards & Honors

Academic Services