Publications
Pareto Gamuts: Exploring Optimal Designs Across Varying Contexts
Liane Makatura,
Minghao Guo,
Adriana Schulz,
Justin Solomon,
Wojciech Matusik
ACM Transactions on Graphics, Proceedings of ACM SIGGRAPH, 2021
[PDF] [Project Page] [Video]
Texture Memory-Augmented Deep Patch-Based Image Inpainting
Rui Xu,
Minghao Guo,
Jiaqi Wang,
Xiaoxiao Li,
Bolei Zhou,
Chen Change Loy
Arxiv Preprint
[PDF]
When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
Minghao Guo*,
Yuzhe Yang*,
Rui Xu,
Ziwei Liu,
Dahua Lin
Conference on Computer Vision and Pattern Recognition (CVPR) 2020
[PDF] [Project Page] [Code] [Video]
Online Hyper-parameter Learning for Auto-Augmentation Strategy
Chen Lin*,
Minghao Guo*,
Chuming Li,
Xin Yuan,
Wei Wu,
Junjie Yan,
Dahua Lin,
Wanli Ouyang
International Conference on Computer Vision (ICCV) 2019
[PDF]
AM-LFS: AutoML for Loss Function Search
Chuming Li*,
Xin Yuan*,
Chen Lin*,
Minghao Guo,
Wei Wu,
Junjie Yan,
Wanli Ouyang
International Conference on Computer Vision (ICCV) 2019
[PDF]
IRLAS: Inverse Reinforcement Learning for Architecture Search
Minghao Guo,
Zhao Zhong,
Wei Wu,
Dahua Lin,
Junjie Yan
Conference on Computer Vision and Pattern Recognition (CVPR) 2019
[PDF] [Code]
Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking
Minghao Guo,
Jiwen Lu,
Jie Zhou
European Conference on Computer Vision (ECCV) 2018
Oral Presentation [acceptance rate: 2.4%]
[PDF] [Video]
Combining Exemplar-based Approach and Learning-based Approach for Light Field Super-resolution Using a Hybrid Imaging System
Haitian Zheng,
Minghao Guo,
Haoqian Wang,
Yebin Liu,
Lu Fang
International Conference on Computer Vision Workshops (ICCVW) 2017
[PDF]