Liming Jiang (蒋李鸣)
Research Scientist, Generative AI
ByteDance / TikTok, San Jose, CA, USA
Previously Ph.D., Multimedia Laboratory (MMLab), S-Lab
Nanyang Technological University (NTU), Singapore
Email: liming002 [at] ntu.edu.sg
[Google Scholar]
[GitHub]
[Twitter]
About Me
My research interests lie in computer vision, generative models, image and video synthesis with diffusion models, GANs, VAEs, etc.
Please feel free to contact me if you are interested in collaboration / internship / full-time opportunities.
News
Experience
ByteDance / TikTok. San Jose, CA, USA
Research Scientist
Apr. 2024 - Present
Adobe Research. San Jose, CA, USA
Research Scientist Intern
May 2023 - Aug. 2023
Collaborators:
Krishna Kumar Singh,
Richard Zhang,
Yijun Li,
Jingwan (Cynthia) Lu
Meta Platforms, Inc. Redmond, WA, USA
Research Scientist Intern - CV, AI and Machine Perception (PhD)
Aug. 2022 - Jan. 2023
Collaborators:
Chen Kong,
Justin Theiss,
Aayush Prakash,
Richard Newcombe
SenseTime Research. Beijing, China
Computer Vision Research Intern
Jan. 2019 - June 2019
Collaborators:
Mingyang Huang,
Chunxiao Liu,
Jianping Shi
Publications
PaintHuman: Towards High-fidelity Text-to-3D Human Texturing via Denoised Score Distillation
Jianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy, Weidong Cai,
Wayne Wu
AAAI Conference on Artificial Intelligence (AAAI), 2024
[Paper]
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation
Liming Jiang*, Yuxin Jiang*, Shuai Yang, Chen Change Loy
IEEE International Conference on Computer Vision (ICCV), 2023
[Paper]
[Project Page]
[GitHub (Code & Dataset) ]
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation
Yuhan Wang, Liming Jiang, Chen Change Loy
IEEE International Conference on Computer Vision (ICCV), 2023
[Paper]
[Project Page]
[GitHub (Code) ]
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
IEEE International Conference on Computer Vision (ICCV), 2023
[Paper]
[Project Page]
[GitHub (Code) ]
Video Infilling with Rich Motion Prior
Xinyu Hou, Liming Jiang, Rui Shao, Chen Change Loy
British Machine Vision Conference (BMVC), 2023
[Paper]
[Supplementary Material]
[Poster]
GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
[Paper]
[Project Page]
[GitHub (Code) ]
CelebV-Text: A Large-Scale Facial Text-Video Dataset
Jianhui Yu*, Hao Zhu*, Liming Jiang, Chen Change Loy, Weidong Cai, Wayne Wu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[Paper]
[Project Page]
[GitHub (Dataset & Code) ]
VToonify: Controllable High-Resolution Portrait Video Style Transfer
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
ACM Transactions on Graphics (SIGGRAPH Asia), 2022
(Journal track, selected as a cover image of the TOG issue)
[Paper]
[Project Page]
[GitHub (Code) ]
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
Hao Zhu*, Wayne Wu*, Wentao Zhu, Liming Jiang, Siwei Tang, Li Zhang, Ziwei Liu, Chen Change Loy
European Conference on Computer Vision (ECCV), 2022
[Paper]
[Project Page]
[GitHub (Dataset & Code) ]
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper]
[Project Page]
[GitHub (Code) ]
Unsupervised Image-to-Image Translation with Generative Prior
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper]
[Project Page]
[GitHub (Code) ]
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing
Yanbo Xu*, Yueqin Yin*, Liming Jiang, Qianyi Wu, Chengyao Zheng, Chen Change Loy, Bo Dai, Wayne Wu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper]
[Project Page]
[GitHub (Code) ]
Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets
Kenny T. R. Voo, Liming Jiang, Chen Change Loy
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022
(Best Paper Award in NTU AI Research Student Conference (ARSC), 2022)
[Paper]
[GitHub (Dataset & Code) ]
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy
Conference on Neural Information Processing Systems (NeurIPS), 2021
[Paper]
[Project Page]
[GitHub (Code) ]
Focal Frequency Loss for Image Reconstruction and Synthesis
Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy
IEEE International Conference on Computer Vision (ICCV), 2021
[Paper]
[Project Page]
[GitHub (Code) ]
DeepFakes Detection: The DeeperForensics Dataset and Challenge
Liming Jiang, Wayne Wu, Chen Qian, Chen Change Loy
Book chapter. In Handbook of Digital Face Manipulation and Detection - From DeepFakes to Morphing Attacks, Springer, 2022
[Book Link]
[Chapter Link]
[PDF]
DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results
Liming Jiang, Zhengkui Guo, Wayne Wu, Zhaoyang Liu, Ziwei Liu, Chen Change Loy, et al.
arXiv preprint, 2021
[Paper]
[GitHub ]
[Challenge Website]
TSIT: A Simple and Versatile Framework for Image-to-Image Translation
Liming Jiang, Changxu Zhang, Mingyang Huang, Chunxiao Liu, Jianping Shi, Chen Change Loy
European Conference on Computer Vision (ECCV), 2020 (Spotlight)
[Paper]
[GitHub (Code) ]
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
Liming Jiang, Ren Li, Wayne Wu, Chen Qian, Chen Change Loy
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[Paper]
[Project Page]
[GitHub (Dataset & Code) ]
Academic Events
Competitions
Honors and Awards
Teaching
Teaching Assistant of the following courses at Nanyang Technological University (NTU):