no code implementations • 7 Jan 2024 • Weize Quan, Jiaxi Chen, Yanli Liu, Dong-Ming Yan, Peter Wonka
The goal of this paper is to comprehensively review the deep learning-based methods for image and video inpainting.
no code implementations • 12 Dec 2023 • Sicheng Mo, Fangzhou Mu, Kuan Heng Lin, Yanli Liu, Bochen Guan, Yin Li, Bolei Zhou
Recent approaches such as ControlNet offer users fine-grained spatial control over text-to-image (T2I) diffusion models.
no code implementations • 10 Aug 2023 • Liang Shang, Yanli Liu, Zhengyang Lou, Shuxue Quan, Nagesh Adluru, Bochen Guan, William A. Sethares
Convolutional neural networks (CNNs) and vision transformers (ViTs) have achieved remarkable success in various vision tasks.
no code implementations • 25 May 2023 • Zhengyang Lou, Huan Xu, Fangzhou Mu, Yanli Liu, XiaoYu Zhang, Liang Shang, Jiang Li, Bochen Guan, Yin Li, Yu Hen Hu
Using a modern game engine, our approach renders crisp clean images and their precise depth maps, based on which high-quality hazy images can be synthesized for training dehazing models.
no code implementations • NeurIPS 2020 • Yanli Liu, Kaiqing Zhang, Tamer Başar, Wotao Yin
In this paper, we revisit and improve the convergence of policy gradient (PG), natural PG (NPG) methods, and their variance-reduced variants, under general smooth policy parametrizations.
no code implementations • 18 Aug 2022 • Yanli Liu, Jiming Zhao, Chu-min Li, Hua Jiang, Kun He
Branch-and-Bound (BnB) is the basis of a class of efficient algorithms for MCS, consisting in successively selecting vertices to match and pruning when it is discovered that a solution better than the best solution found so far does not exist.
no code implementations • 21 Oct 2021 • Yanli Liu, Bochen Guan, Qinwen Xu, Weiyi Li, Shuxue Quan
We develop a CNN pruning framework called SMOF, which Squeezes More Out of Filters by reducing both kernel size and the number of filter channels.
1 code implementation • NeurIPS 2020 • Yanli Liu, Yuan Gao, Wotao Yin
Furthermore, the role of dynamic parameters has not been addressed.
Optimization and Control
1 code implementation • 21 Nov 2018 • Yanli Liu, Yunbei Xu, Wotao Yin
They reduce a difficult problem to simple subproblems, so they are easy to implement and have many applications.
Optimization and Control