Chieh Hubert Lin
Ph.D. student @ UC Merced Vision and Learning Lab

I am a third-year Ph.D. student at UC Merced working with Ming-Hsuan Yang. My research mainly focuses on generative modeling in unconstrained scenes, the missing pieces of future generative models, and some other random things. Please find my CV for more details.



Me.

Honors & Awards

Dec 2022 Snap Fellowship Honorable Mention
2021 - 2022 Three times Bobcat Fellowship
2018 - 2019 Two times Appier AI Scholarship
2018 Yahoo AI Scholarship

Experience

Aug 2023 - Mar 2024 Meta Research Intern.
May 2022 - Aug 2023 Snap Inc. Research Intern.
Jul 2018 - Sep 2019 Naitional Tsing Hua University, Research Assistant.
Sep 2013 - Jun 2018 National Tsing Hua University, Undergraduate Research.
Sep 2017 - Jun 2018 Microsoft Taiwan, Software Engineering Intern in BingGC team.

Publications

Virtual Pets: Animatable Animal Generation in 3D Scenes
Yen-Chi Cheng, Chieh Hubert Lin, Chaoyang Wang, Yash Kant, Sergey Tulyakov, Alexander Schwing, Liangyan Gui, Hsin-Ying Lee
ArXiv
[abs] [paper] [project page]
DreaMo: Articulated 3D Reconstruction From A Single Casual Video
Tao Tu, Ming-Feng Li, Chieh Hubert Lin, Yen-Chi Cheng, Min Sun, Ming-Hsuan Yang
ArXiv
[abs] [paper] [project page]
Motion-Conditioned Diffusion Model for Controllable Video Synthesis
Tsai-Shien Chen, Chieh Hubert Lin, Hung-Yu Tseng, Tsung-Yi Lin, Ming-Hsuan Yang
ArXiv
[abs] [paper] [project page]
InfiniCity: Infinite-Scale City Synthesis
Chieh Hubert Lin, Hsin-Ying Lee, Willi Menapace, Menglei Chai, Aliaksandr Siarohin, Ming-Hsuan Yang, Sergey Tulyakov
ICCV 2023
[abs] [paper] [project page]
Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features
Chieh Hubert Lin, Hsin-Ying Lee, Hung-Yu Tseng, Maneesh Singh, Ming-Hsuan Yang
ICML 2023
[abs] [paper]
InfinityGAN: Towards Infinite-Pixel Image Synthesis
Chieh Hubert Lin, Hsin-Ying Lee, Yen-Chi Cheng, Sergey Tulyakov, Ming-Hsuan Yang
ICLR 2022
[abs] [paper] [project page] [codes (PyTorch)]
In&Out : Diverse Image Outpainting via GAN Inversion
Yen-Chi Cheng, Chieh Hubert Lin, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Ming-Hsuan Yang
CVPR 2022
[abs] [paper] [project page] [codes (TBA)]
InstaNAS: Instance-aware Neural Architecture Search
An-Chieh Cheng*, Chieh Hubert Lin*, Da-Cheng Juan, Wei Wei, Min Sun
AAAI 2020
[abs] [paper] [project page (w/ demo)] [codes]
COCO-GAN: Generation by Parts via Conditional Coordinating
Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen
ICCV 2019 (oral)
[abs] [paper (low resolution)] [paper (high resolution)] [project page] [codes]
Point-to-Point Video Generation
Tsun-Hsuan Wang*, Yen-Chi Cheng*, Chieh Hubert Lin, Hwann-Tzong Chen, Min Sun
ICCV 2019
[abs] [paper] [project page] [codes]
3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization
Tsun-Hsuan Wang, Hou-Ning Hu, Chieh Hubert Lin, Yi-Hsuan Tsai, Wei-Chen Chiu, Min Sun
IROS 2019
[abs] [paper] [project page] [codes]
Escaping from Collapsing Modes in a Constrained Space
Chia-Che Chang*, Chieh Hubert Lin*, Che-Rung Lee, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen
ECCV 2018
[abs] [paper] [codes]

Press

Bloomberg Sep. 2023 "What It Looks Like When AI Designs a City"
New Scientist Feb. 2023 "AI generates virtual 3D cities that extend infinitely in any direction"

Service (Reviewer)

Computer Vision CVPR'24, ECCV'24, CVPR’23, ICCV’23, CVPR’22, ICCV’21, CVPR’21, WACV’21, CVPR’20, ICCV’19, IJCV.
Machine Learning NeurIPS’23, ICLR’23, NeurIPS’22, NeurIPS’21, ICLR’21, ICML’20.
Graphics Siggraph'24, Eurographics’23.
Artificial Intelligence AAAI’23, IJCAI’23, AAAI’22, AAAI’20, AAAI’19.

Last updated on 2022-11-14.
Forked from Brandon Amos