Highlighted Research
I'm interested in computer vision, machine learning, computer vision, and image processing. Most of my research is about images understanding and editing. Representative papers are highlighted. See the full list
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SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing
Jing Gu,
Yilin Wang
Nanxuan Zhao,
Tsu-Jui Fu,
Wei Xiong,
Qing Liu,
Zhifei Zhang,
He Zhang,
Jianming Zhang,
HyunJoon Jung,
Xin Eric Wang
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paper /
Arxiv, 2024
A method for personalized subject driven image editing.
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UniHuman: A Unified Model for Editing Human Images in the Wild.
Nannan Li,
Qing Liu,
Krishna Kumar Singh,
Yilin Wang
Jianming Zhang,
Bryan A. Plummer,
Zhe Lin,
CVPR, 2024
Human editing via diffusion.
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Amodal Scene Analysis via Holistic Occlusion Relation Inference and Generative Mask Completion
Bowen Zhang,
Qing Liu,
Jianming Zhang,
Yilin Wang
Akide Liu,
Zhe Lin,
Yifan Liu,
AAAI (oral), 2024
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paper
Amodal Segmentation considers mutual occulusion.
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PHOTOSWAP: Personalized Subject Swapping in Images
Jing Gu,
Yilin Wang
Nanxuan Zhao,
Tsu-Jui Fu,
Wei Xiong,
Qing Liu,
Zhifei Zhang,
He Zhang,
Jianming Zhang,
HyunJoon Jung,
Xin Eric Wang
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NeurIPS, 2023
A method for personalized subject driven image editing.
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LightPainter: Interactive Portrait Relighting with Freehand Scribble
Yiqun Mei,
He Zhang,
Xuaner Zhang,
Jianming Zhang,
Zhixin Shu,
Yilin Wang
Zijun Wei,
Yan Shi,
HyunJoon Jung,
Vishal M. Patel,
CVPR, 2023
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A scribble-based relighting system that allows users to interactively manipulate portrait lighting effect with ease.
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Interactive Portrait Harmonization
Jeya Maria Jose Valanarasu,
He Zhang,
Jianming Zhang,
Yilin Wang,
Zhe Lin,
Yinglan Ma,
Zijun Wei,
Kalyan Sunkavalli
Vishal M. Patel
ICLR, 2023
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Interactive Harmonization for portrait photo.
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Lite Vision Transformer with Enhanced Self-Attention
Chenglin Yang,
Yilin Wang,
Jianming Zhang,
He Zhang,
Jianming Zhang,
Zijun Wei,
Zhe Lin,
Alan Yuille
CVPR, 2022
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paper
light-weight vision transformer models for vision tasks.
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SSH: A Self-Supervised Framework for Image Harmonization
Yifan Jiang,
He Zhang,
Jianming Zhang,
Yilin Wang,
Zhe Lin,
Kalyan Sunkavalli,
Simon Chen,
Sohrab Amirghodsi,
Sarah Kong,
Zhangyang Wang,
ICCV, 2021
paper
Image Harmonization based on self-supervised learning
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Mask Guided Matting via Progressive Refinement Network
Qihang Yu,
Jianming Zhang,
He Zhang,
Yilin Wang,
Zhe Lin,
Ning Xu,
Yutong Bai,
Alan Yuille
CVPR, 2021
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paper
Mask Guided Image Matting
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Multimodal Contrastive Training for Visual Representation Learning
Xin Yuan,
Zhe Lin,
Jason Kuen,
Jianming Zhang,
Yilin Wang
Michael Maire,
Ajinkya Kale,
Baldo Faieta,
CVPR, 2021
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paper
Intra- and inter-modal similarity preservation for multimodal representation learning.
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Area Chair, ACM MM 2020
Area Chair, ACM MM 2021
Committee, Adobe Fellowship
Reviewer of CVPR, ICCV, ECCV, ICML, NuriPS since 2017
Arizona State Graduate Student Fellowship 2017
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Past Research Interns
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Zhanghan Ke,
Nannan Li,
Yiqun Mei ,
Yulun Zhang,
Shikun Liu,
Chenglin Yang,
Jeya Maria Jose Valanarasu,
Kenan E Ak,
Qihang Yu,
Xin Yuan ,
Yifan Jiang,
Jing Gu,
Zhibo Yang
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