Fast Proximal Gradient Descent for Non-convex Optimization
Yingzhen Yang and Jiahui Yu.
Foreground-aware Image Inpainting
Wei Xiong, Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Connelly Barnes, Jiebo Luo.
Wide Activation for Efficient and Accurate Image Super-Resolution
Jiahui Yu, Yuchen Fan, Jianchao Yang, Ning Xu, Zhaowen Wang, Xinchao Wang, Thomas Huang.
Preprint (challenge report) / Code
Won 1st in NTIRE Challenge on Single Image Super-Resolution, CVPR 2018.
Generative Image Inpainting with Contextual Attention (DeepFill v1)
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas Huang.
CVPR 2018 / Code / Project / Demo (10,000+ trials in 72 hours after release)
Neighborhood Regularized l1-Graph
Yingzhen Yang, Jiashi Feng, Jiahui Yu, Jianchao Yang, Pushmeet Kohli, Thomas Huang.
Support Regularized Sparse Coding and Its Fast Encoder
Yingzhen Yang, Jiahui Yu, Pushmeet Kohli, Jianchao Yang, Thomas Huang.