activity
20152023
most citedA Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

262 citations · 1.6k across the 58 of their papers we have counts for

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Showing 2018Show all

12 papers · 1 filter

cs.CV2018★ 84 cited

Recognizing Partial Biometric Patterns

Lingxiao He, Zhenan Sun, Yuhao Zhu +1

Biometric recognition on partial captured targets is challenging, where only several partial observations of objects are available for matching. In this area, deep learning based m…

cs.CV2018★ 6 cited

A Coupled Evolutionary Network for Age Estimation

Peipei Li, Yibo Hu, Ran He +1

Age estimation of unknown persons is a challenging pattern analysis task due to the lacking of training data and various aging mechanisms for different people. Label distribution l…

cs.CV2018★ 3 cited

Global and Local Consistent Wavelet-domain Age Synthesis

Peipei Li, Yibo Hu, Ran He +1

Age synthesis is a challenging task due to the complicated and non-linear transformation in human aging process. Aging information is usually reflected in local facial parts, such…

cs.CV2018★ 6 cited

Attribute-aware Face Aging with Wavelet-based Generative Adversarial Networks

Yunfan Liu, Qi Li, Zhenan Sun

Since it is difficult to collect face images of the same subject over a long range of age span, most existing face aging methods resort to unpaired datasets to learn age mappings.…

cs.CV2018★ 9 cited

Disentangled Variational Representation for Heterogeneous Face Recognition

Xiang Wu, Huaibo Huang, Vishal M. Patel +2

Visible (VIS) to near infrared (NIR) face matching is a challenging problem due to the significant domain discrepancy between the domains and a lack of sufficient data for training…

cs.CV2018★ 4 cited

Variational Capsules for Image Analysis and Synthesis

Huaibo Huang, Lingxiao Song, Ran He +2

A capsule is a group of neurons whose activity vector models different properties of the same entity. This paper extends the capsule to a generative version, named variational caps…