Miso Lee

I am a Ph.D. student in Visual Computing Lab at Sungkyunkwan University (SKKU), advised by Prof. Jae-Pil Heo. My research interests span computer vision and deep learning, especially 3D vision and camera pose estimation. I was a research intern at NAVER Cloud in the summer of 2026, working on 4D human-scene reconstruction.

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557dlalth@gmail.com

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Publications

White Aggregation and Restoration for Few-shot 3D Point Cloud Semantic Segmentation
Jiyun Im, SuBeen Lee, Miso Lee, and Jae-Pil Heo
European Conference on Computer Vision (ECCV), 2026
code / arXiv
Long-term Pre-training for Temporal Action Detection with Transformers
Jihwan Kim, Miso Lee, and Jae-Pil Heo
Pattern Recognition, 2026
paper / arXiv
Masking Matters: Unlocking the Spatial Reasoning Capabilities of LLMs for 3D Scene-Language Understanding
Yerim Jeon, Miso Lee, WonJun Moon, and Jae-Pil Heo
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
code / paper / arXiv
Temporally Consistent Long-Term Memory for 3D Single Object Tracking
Jaejoon Yoo, SuBeen Lee, Yerim Jeon, Miso Lee, and Jae-Pil Heo
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings, 2026
code / paper / arXiv
Prediction-Feedback DETR for Temporal Action Detection
Jihwan Kim, Miso Lee, Cheol-Ho Cho, Jihyun Lee, and Jae-Pil Heo
AAAI Conference on Artificial Intelligence (AAAI), 2025
paper / arXiv
Activating Self-Attention for Multi-Scene Absolute Pose Regression
Miso Lee, Jihwan Kim, and Jae-Pil Heo
Advances in Neural Information Processing Systems (NeurIPS), 2024
code / paper / arXiv
Self-Feedback DETR for Temporal Action Detection
Jihwan Kim, Miso Lee, and Jae-Pil Heo
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
paper / arXiv

Preprints

Disambiguating 2D-3D Correspondences for Visual Localization with Gaussian Splats
Miso Lee, Sangeek Hyun, Yerim Jeon, and Jae-Pil Heo
arXiv


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