- Adrian Bulat, Shiyang Cheng, Jing Yang, Andrew Garbett, Enrique Sanchez, Georgios Tzimiropoulos:
Pre-training strategies and datasets for facial representation learning. CoRR abs/2103.16554 (2021) - 2020
- Shiyang Zhou, Yufan Cheng, Xia Lei, Huanhuan Duan:
Deep Deterministic Policy Gradient With Prioritized Sampling for Power Control. IEEE Access 8: 194240-194250 (2020) - Shiyang Chai, Qilei Liu, Xinyuan Liang, Yansuo Guo, Song Zhang, Chengqiu Xu, Jian Du, Zhihong Yuan, Lei Zhang, Rafiqul Gani:
A grand product design model for crystallization solvent design. Comput. Chem. Eng. 135: 106764 (2020) - Chaowei Yang, Dexuan Sha, Qian Liu, Yun Li, Hai Lan, Weihe Wendy Guan, Tao Hu, Zhenlong Li, Zhiran Zhang, John Hoot Thompson, Zifu Wang, David W. S. Wong, Shiyang Ruan, Manzhu Yu, Douglas Richardson, Luyao Zhang, Ruizhi Hou, You Zhou, Cheng Zhong, Yifei Tian, Fayez Beaini, Kyla Carte, Colin Flynn, Wei Liu, Dieter Pfoser, Shuming Bao, Mei Li, Haoyuan Zhang, Chunbo Liu, Jie Jiang, Shihong Du, Liang Zhao, Mingyue Lu, Lin Li, Huan Zhou, Andrew Ding:
Taking the pulse of COVID-19: a spatiotemporal perspective. Int. J. Digit. Earth 13(10): 1186-1211 (2020) - Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou:
Deep Neural Network Augmentation: Generating Faces for Affect Analysis. Int. J. Comput. Vis. 128(5): 1455-1484 (2020) - Hongfei Xue, Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shiyang Wang, Ye Yuan, Shuochao Yao, Aidong Zhang, Lu Su:
DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 34:1-34:26 (2020) - Shiyang Huang, Byoung-Hyoun Hwang, Dong Lou, Chengxi Yin:
Offsetting Disagreement and Security Prices. Manag. Sci. 66(8): 3444-3465 (2020) - He Cheng, Lunjun Wang, Lei Xu, Xudong Ge, Shiyang Yang:
An Integrated Electrified Powertrain Topology With SRG and SRM for Plug-In Hybrid Electrical Vehicle. IEEE Trans. Ind. Electron. 67(10): 8231-8241 (2020) - Shiyang Cheng, Georgios Tzimiropoulos, Jie Shen, Maja Pantic:
Faster, Better and More Detailed: 3D Face Reconstruction with Graph Convolutional Networks. ACCV (5) 2020: 188-205 - Yujiang Wang, Mingzhi Dong, Jie Shen, Yang Wu, Shiyang Cheng, Maja Pantic:
Dynamic Face Video Segmentation via Reinforcement Learning. CVPR 2020: 6957-6967 - Yiming Lin, Jie Shen, Shiyang Cheng, Maja Pantic:
FT-RCNN: Real-time Visual Face Tracking with Region-based Convolutional Neural Networks. FG 2020: 61-68 - Shiyang Cheng, Pingchuan Ma, Georgios Tzimiropoulos, Stavros Petridis, Adrian Bulat, Jie Shen, Maja Pantic:
Towards Pose-Invariant Lip-Reading. ICASSP 2020: 4357-4361 - Shiyang Zhou, Yufan Cheng, Xia Lei, Kesi He, Hao Xu:
Deep Reinforcement Learning with Experience Sharing for Power Control. ICCT 2020: 6-11 - Wenjun Jiang, Hongfei Xue, Chenglin Miao, Shiyang Wang, Sen Lin, Chong Tian, Srinivasan Murali, Haochen Hu, Zhi Sun, Lu Su:
Towards 3D human pose construction using wifi. MobiCom 2020: 23:1-23:14 - Bingnan Luo, Jie Shen, Shiyang Cheng, Yujiang Wang, Maja Pantic:
Shape Constrained Network for Eye Segmentation in the Wild. WACV 2020: 1941-1949 - 2019
- Mengjiao Wang, Zhixin Shu, Shiyang Cheng, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou:
An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations. Int. J. Comput. Vis. 127(6-7): 743-762 (2019) - Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou:
Side Information for Face Completion: A Robust PCA Approach. IEEE Trans. Pattern Anal. Mach. Intell. 41(10): 2349-2364 (2019) - Yiming Lin, Shiyang Cheng, Jie Shen, Maja Pantic:
MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild. FG 2019: 1-8 - Xiaohui Cheng, Shiyang Cheng:
Research and Design of Five-Axis Balanced Camera Stabilizer Based on BP Neural Network PID Algorithm. ICIIP 2019: 431-436 - Shiyang Cheng, Michael M. Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou:
MeshGAN: Non-linear 3D Morphable Models of Faces. CoRR abs/1903.10384 (2019) - Yujiang Wang, Jie Shen, Mingzhi Dong, Yang Wu, Shiyang Cheng, Maja Pantic:
Dynamic Face Video Segmentation via Reinforcement Learning. CoRR abs/1907.01296 (2019) - Bingnan Luo, Jie Shen, Shiyang Cheng, Yujiang Wang, Maja Pantic:
Shape Constrained Network for Eye Segmentation in the Wild. CoRR abs/1910.05283 (2019) - Shiyang Cheng, Pingchuan Ma, Georgios Tzimiropoulos, Stavros Petridis, Adrian Bulat, Jie Shen, Maja Pantic:
Towards Pose-invariant Lip-Reading. CoRR abs/1911.06095 (2019) - 2018
- Shiyang Cheng:
Robust deformable model for 3D face alignment and tracking. Imperial College London, UK, 2018 - Zongyi Xu, Qianni Zhang, Shiyang Cheng:
Multilevel active registration for kinect human body scans: from low quality to high quality. Multim. Syst. 24(3): 257-270 (2018) - Shiyang Cheng, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou:
4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications. CVPR 2018: 5117-5126 - Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou:
UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition. CVPR 2018: 7093-7102 - Dimitrios Kollias, Shiyang Cheng, Maja Pantic, Stefanos Zafeiriou:
Photorealistic Facial Synthesis in the Dimensional Affect Space. ECCV Workshops (2) 2018: 475-491 - Jiankang Deng, Yuxiang Zhou, Shiyang Cheng, Stefanos Zafeiriou:
Cascade Multi-View Hourglass Model for Robust 3D Face Alignment. FG 2018: 399-403 - Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou:
Side Information for Face Completion: a Robust PCA Approach. CoRR abs/1801.07580 (2018)