Guosheng Hu(胡国圣)

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AnyVision

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I lead the computer vision group of AnyVision to conduct edge cutting research and deliver world leading products.

Papers43 papers

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Attention-Based Two-Stream Convolutional Networks for Face Spoofing Detection

Haonan Chen,Guosheng Hu,Zhen Lei,Yaowu Chen,Neil Martin Robertson,Stan Z. Li

IEEE Transactions on Information Forensics and Security, (2020): 578-593

Cited by7EIWOSBibtex

Imbalance Robust Softmax for Deep Embeeding Learning

Hao Zhu, Yang Yuan,Guosheng Hu, Xiang Wu,Neil Robertson

Bibtex

Learning Symmetry Consistent Deep CNNs for Face Completion

Xiaoming Li,Ming Liu, Jieru Zhu,Wangmeng Zuo,Meng Wang,Guosheng Hu,Lei Zhang

IEEE Transactions on Image Processing, pp.1-1, (2020)

Bibtex

Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision

Yuxiang Wei,Ming Liu, Haolin Wang,Ruifeng Zhu,Guosheng Hu,Wangmeng Zuo

european conference on computer vision, pp.558-574, (2020)

Bibtex

SP-GAN: Self-Growing and Pruning Generative Adversarial Networks

Xiaoning Song, Yao Chen,Zhen-Hua Feng,Guosheng Hu, Dong-Jun Yu,Xiao-Jun Wu

IEEE transactions on neural networks and learning systems, (2020): 1-12

WOSBibtex

Training Noise-Robust Deep Neural Networks via Meta-Learning

Zhen Wang,Guosheng Hu,Qinghua Hu

CVPR, pp.4523-4532, (2020)

EIBibtex

DADA: Differentiable Automatic Data Augmentation

Li Yonggang,Hu Guosheng, Wang Yongtao,Hospedales Timothy, Robertson Neil M., Yang Yongxing

european conference on computer vision, (2020)

Cited by3Bibtex

Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning

Jian Gao,Yang Hua,Guosheng Hu, Chi Wang,Neil Martin Robertson

european conference on computer vision, pp.587-605, (2020)

Bibtex

Fast SRC using quadratic optimisation in downsized coefficient solution subspace

Xiaoning Song,Guosheng Hu, Jian-Hao Luo,Zhen-Hua Feng,Dong-Jun Yu,Xiao-Jun Wu

Signal Processing, (2019): 101-110

Cited by1EIBibtex

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning

Mai Zhijun,Hu Guosheng, Chen Dexiong,Shen Fumin,Shen Heng Tao

Cited by1Bibtex

Led3D - A Lightweight and Efficient Deep Approach to Recognizing Low-Quality 3D Faces

Guodong Mu,Di Huang,Guosheng Hu,Jia Sun,Yunhong Wang

CVPR, pp.5773-5782, (2019)

EIBibtex

Learning Discriminative and Complementary Patches for Face Recognition

Zhiwei Liu,Ming Tang,Guosheng Hu,Jinqiao Wang

FG, pp.1-7, (2019)

Cited by1EIBibtex

Semantic Alignment: Finding Semantically Consistent Ground-truth for Facial Landmark Detection

Zhiwei Liu,Xiangyu Zhu,Guosheng Hu, Haiyun Guo, Ming Tang,Zhen Lei,Neil Martin Robertson,Jinqiao Wang

CVPR, (2019): 3467-3476

Cited by7EIBibtex

Ranked List Loss for Deep Metric Learning

Xinshao Wang,Yang Hua,Elyor Kodirov,Guosheng Hu,Romain Garnier,Neil Martin Robertson

CVPR, (2019)

Cited by34EIBibtex

Deep Metric Learning by Online Soft Mining and Class-Aware Attention

Xinshao Wang,Yang Hua,Elyor Kodirov,Guosheng Hu,Neil Martin Robertson

national conference on artificial intelligence, (2019)

Cited by14EIBibtex

Collaborative representation based face classification exploiting block weighted LBP and analysis dictionary learning

Xiaoning Song, Youming Chen,Zhen-Hua Feng,Guosheng Hu,Tao Zhang,Xiao-Jun Wu

Pattern Recognition, (2019): 127-138

Cited by12EIBibtex

Recovering variations in facial albedo from low resolution images

Xu Chen,Zhihong Zhang,Beizhan Wang,Guosheng Hu, Edwin R. Hancock

Pattern Recognition, (2018): 373-384

Cited by3EIBibtex

Deep Stock Representation Learning: From Candlestick Charts to Investment Decisions

Guosheng Hu,Yuxin Hu,Kai Yang,Zehao Yu, Flood Sung,Zhihong Zhang,Fei Xie,Jianguo Liu,Neil Martin Robertson, Timpathy M. Hospedales, Qiangwei Miemie

ICASSP, pp.2706-2710, (2018)

Cited by9EIBibtex

Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States

Guosheng Hu, Li Liu, Yang Yuan,Zehao Yu,Yang Hua,Zhihong Zhang,Fumin Shen,Ling Shao,Timothy M. Hospedales,Neil Martin Robertson,Yongxin Yang

ECCV, pp.106-123, (2018)

Cited by14EIBibtex

Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification

Xiaoning Song,Zhen-Hua Feng,Guosheng Hu,Josef Kittler,William J. Christmas,Xiaojun Wu

IEEE Transactions on Information Forensics and Security, no. 11 (2018): 2734-2745

Cited by19EIWOSBibtex

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