Joon-Young Lee

Senior Research Scientist II

San Jose

Joon-Young is a research scientist at Adobe. His research interests include video editing, video scene perception, and low-level vision.

For more information, please see his personal webpage.

Publications

Generative Video Propagation

Liu, Shaoteng., Wang, Tianyu., Wang, Jui-Hsien., Liu, Qing., Zhang, Zhifei., Lee, Joon-Young., Li, Yijun., Yu, Bei., Lin, Zhe., Kim, Soo., Jia, Jiaya. (Jun. 14, 2025)

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Exploring Temporally-Aware Features for Point Tracking

Kim, Inès., Cho, Seokju., Huang, Jiahui., Yi, Jung., Lee, Joon-Young., Kim, Seungryong. (Jun. 13, 2025)

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Seurat: From Moving Points to Depth

Cho, Seokju., Huang, Jiahui., Kim, Seungryong., Lee, Joon-Young. (Jun. 13, 2025)

Highlight

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

EntitySAM: Segment Everything in Video

Ye, Mingqiao., Oh, Seoung., Ke, Lei., Lee, Joon-Young. (Jun. 13, 2025)

Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models

Kwon, Gihyun., Jenni, Simon., Li, Dingzeyu., Lee, Joon-Young., Ye, Jong., Heilbron, Fabian. (Jun. 19, 2024)

CVPR 2024

MaGGIe: Masked Guided Gradual Human Instance Matting

Huynh, Chuong., Oh, Seoung., Shrivastava, Abhinav., Lee, Joon-Young. (Jun. 17, 2024)

CVPR 2024

FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking

Cho, Seokju., Huang, Jiahui., Kim, Seungryong., Lee, Joon-Young. (Jun. 17, 2024)

CVPR 2024

Putting the Object Back into Video Object Segmentation

Cheng, Ho., Oh, Seoung., Price, Brian., Lee, Joon-Young., Schwing, Alexander. (Jun. 17, 2024)

CVPR 2024

One-Trimap Video Matting

Seong, Hongje., Oh, Seoung., Price, Brian., Kim, Euntai., Lee, Joon-Young. (Oct. 23, 2022)

ECCV 2022

StylePortraitVideo: Editing Portrait Videos using StyleGAN

Seo, Kwanggyoon., Oh, Seoung., Lee, Joon-Young., Lu, Jingwan., Kim, Seonghyeon., Noh, Junyong. (Oct. 5, 2022)

Pacific Graphics 2022

Visual Dialog: Do we really need it?

Agarwal, Shubham., Bui, Trung., Lee, Joon-Young., Konstas, Ioannis., Rieser, Verena. (Jul. 5, 2020)

ACL 2020

Onion-Peel Networks for Deep Video Completion

Oh, Seoung., Lee, Sungho., Lee, Joon-Young., Kim, Seon. (Oct. 27, 2019)

International Conference on Computer Vision (ICCV)

Video Object Segmentation using Space-Time Memory Networks

Oh, Seoung., Lee, Joon-Young., Xu, Ning., Kim, Seon. (Oct. 27, 2019)

Oral

International Conference on Computer Vision (ICCV)

Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks

Oh, Seoung., Lee, Joon-Young., Xu, Ning., Kim, Seon. (Jun. 16, 2019)

Computer Vision and Pattern Recognition (CVPR)

Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias

Panda, Rameswar., Zhang, Jianming., Li, Haoxiang., Lee, Joon-Young., Lu, Xin., Roy-Chowdhury, Amit. (Sep. 8, 2018)

European Conference on Computer Vision

Learning to Blend Photos

Hung, Wei-Chih., Zhang, Jianming., Shen, Xiaohui., Lin, Zhe., Lee, Joon-Young., Yang, Ming-Hsuan. (Sep. 8, 2018)

European Conference on Computer Vision

Fast Video Object Segmentation by Reference-Guided Mask Propagation

Oh, Seoung., Lee, Joon-Young., Sunkavalli, Kalyan., Kim, Seon. (Jun. 18, 2018)

Spotlight

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Reflectance Capture using Univariate Sampling of BRDFs

Hui, Zhuo., Sunkavalli, Kalyan., Lee, Joon-Young., Hadap, Sunil., Sankaranarayanan, Aswin. (Oct. 22, 2017)

International Conference on Computer Vision 2017

Photometric Stabilization for Fast-forward Videos

Zhang, Xuaner., Lee, Joon-Young., Sunkavalli, Kalyan., Wang, Zhaowen. (Oct. 15, 2017)

Pacific Graphics 2017

Automatic Content-Aware Color and Tone Stylization

Lee, Joon-Young., Sunkavalli, Kalyan., Lin, Zhe., Shen, Xiaohui., Kweon, In. (Jun. 26, 2016)

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

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