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Yuanzhen Li I completed my PhD (2009) at MIT with Prof. Edward H. Adelson. At MIT, I was a member of the Computer Science and Artificial Intelligence Laboratory (CSAIL) and the Perceptual Science Laboratory. I also worked at MERL, Adobe, and Microsoft Research Asia, on computer vision and machine learning projects. I then made a few iPhone photography apps that automatically aligned and merged photos. They were popular in the 2009-2011 era, and one of them (TrueHDR) was an inaugural member of Apple's "App Store Hall of Fame". I then founded a small company focusing on visual discovery using computer vision and machine learning. It was acquired by VSCO and I worked at VSCO as a Director of Engineering. I then joined Google Research in 2019. Email: yzli@csail.mit.edu |
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Some Projects | ||
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Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang, Han Zhang, Jarred Barber, AJ Maschinot, Jose Lezama, Lu Jiang, Ming-Hsuan Yang, Kevin Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan January 2023, Paper, Webpage | |
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DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, Kfir Aberman August 2022, Paper, Webpage | |
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Simplified Transfer Learning for Chest Radiography Models Using Less Data Andrew B. Sellergren, Christina Chen, Zaid Nabulsi, Yuanzhen Li, Aaron Maschinot, Aaron Sarna, Jenny Huang, Charles Lau, Sreenivasa Raju Kalidindi, Mozziyar Etemadi, Florencia Garcia-Vicente, David Melnick, Yun Liu, Krish Eswaran, Daniel Tse, Neeral Beladia, Dilip Krishnan, Shravya Shetty Radiology. 2022, Paper, Blog, Tweet | |
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SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections Mark Boss, Andreas Engelhardt, Abhishek Kar, Yuanzhen Li, Deqing Sun, Jonathan T. Barron, Hendrik P. A. Lensch, Varun Jampani 2022, Paper, Video | |
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LASSIE: Learning Articulated Shape from Sparse Image Ensemble via 3D Part Discovery Chun-Han Yao, Wei-Chih Hung, Yuanzhen Li, Michael Rubinstein, Ming-Hsuan Yang, Varun Jampani 2022, Paper, Video, Supplemental | |
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Ads Image Uncropping, Blog | |
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Automated Designs for Responsive Display Ads, Blog, Patent | |
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ScribbleBoost: Adding Classification to Edge-Aware Interpolation of Local Image and Video Adjustments Paper |
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Image Mapping Using Local and Global Statistics |
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Image Statistics for Surface Reflectance Perception |
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Measuring Visual Clutter Ruth Rosenholtz, Yuanzhen Li, Lisa Nakano. Journal of Vision, 7(2):17, 1-22, 2007 |
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Compressing
and Companding High Dynamic Range Images with Subband Architectures. Download the doll picture (the hdr version of the image on the left). |
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Feature Congestion:
A Measure of Display Clutter. Download matlab code for generating color and contrast "clutter maps". |
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Multiple-cue Illumination Estimation in
Textured Scenes. (pdf)
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Diffuse-Specular Separation and Depth Recovery
from Image Sequences. (pdf) Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum. ECCV 2002 |
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Multibaseline Stereo in the Presence
of Specular Reflections. (pdf) |
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Single-Image Reflectance Estimation for
Relighting by Iterative Soft Grouping. (pdf) |
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