Zhenan Sun

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Professor at Chinese Academy of Sciences

A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

Generative adversarial networks (GANs) are a hot research topic recently...
01/20/2020 ∙ by Jie Gui, et al. ∙ 75 ∙ share

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Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario

Face anti-spoofing is the key to preventing security breaches in biometr...
03/18/2020 ∙ by Yu Tian, et al. ∙ 17 ∙ share

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Cross-spectral Face Completion for NIR-VIS Heterogeneous Face Recognition

Near infrared-visible (NIR-VIS) heterogeneous face recognition refers to...
02/10/2019 ∙ by Ran He, et al. ∙ 16 ∙ share

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Learning 3D Human Shape and Pose from Dense Body Parts

Reconstructing 3D human shape and pose from a monocular image is challen...
12/31/2019 ∙ by Hongwen Zhang, et al. ∙ 14 ∙ share

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A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging

Face aging, which aims at aesthetically rendering a given face to predic...
11/15/2019 ∙ by Yunfan Liu, et al. ∙ 11 ∙ share

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IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis

We present a novel introspective variational autoencoder (IntroVAE) mode...
07/17/2018 ∙ by Huaibo Huang, et al. ∙ 10 ∙ share

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Variational Capsules for Image Analysis and Synthesis

A capsule is a group of neurons whose activity vector models different p...
07/11/2018 ∙ by Huaibo Huang, et al. ∙ 6 ∙ share

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Informative Sample Mining Network for Multi-Domain Image-to-Image Translation

The performance of multi-domain image-to-image translation has been sign...
01/05/2020 ∙ by Jie Cao, et al. ∙ 5 ∙ share

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Global and Local Consistent Wavelet-domain Age Synthesis

Age synthesis is a challenging task due to the complicated and non-linea...
09/20/2018 ∙ by Peipei Li, et al. ∙ 2 ∙ share

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Recent Progress of Face Image Synthesis

Face synthesis has been a fascinating yet challenging problem in compute...
06/15/2017 ∙ by Zhihe Lu, et al. ∙ 1 ∙ share

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Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition

Heterogeneous face recognition (HFR) aims to match facial images acquire...
08/08/2017 ∙ by Ran He, et al. ∙ 0 ∙ share

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Deep Supervised Discrete Hashing

With the rapid growth of image and video data on the web, hashing has be...
05/31/2017 ∙ by Qi Li, et al. ∙ 0 ∙ share

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Combining Data-driven and Model-driven Methods for Robust Facial Landmark Detection

Facial landmark detection is an important but challenging task for real-...
11/30/2016 ∙ by Hongwen Zhang, et al. ∙ 0 ∙ share

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A Light CNN for Deep Face Representation with Noisy Labels

Convolution neural network (CNN) has significantly pushed forward the de...
11/09/2015 ∙ by Xiang Wu, et al. ∙ 0 ∙ share

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Learning Structured Ordinal Measures for Video based Face Recognition

This paper presents a structured ordinal measure method for video-based ...
07/09/2015 ∙ by Ran He, et al. ∙ 0 ∙ share

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Geometry Guided Adversarial Facial Expression Synthesis

Facial expression synthesis has drawn much attention in the field of com...
12/10/2017 ∙ by Lingxiao Song, et al. ∙ 0 ∙ share

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Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-Free Approach

Partial person re-identification (re-id) is a challenging problem, where...
01/03/2018 ∙ by Lingxiao He, et al. ∙ 0 ∙ share

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Global and Local Consistent Age Generative Adversarial Networks

Age progression/regression is a challenging task due to the complicated ...
01/25/2018 ∙ by Peipei Li, et al. ∙ 0 ∙ share

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Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization

3D face shape is more expressive and viewpoint-consistent than its 2D co...
01/28/2018 ∙ by Hongwen Zhang, et al. ∙ 0 ∙ share

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Load Balanced GANs for Multi-view Face Image Synthesis

Multi-view face synthesis from a single image is an ill-posed problem an...
02/21/2018 ∙ by Jie Cao, et al. ∙ 0 ∙ share

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Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization

Face frontalization refers to the process of synthesizing the frontal vi...
06/22/2018 ∙ by Jie Cao, et al. ∙ 0 ∙ share

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Disentangled Variational Representation for Heterogeneous Face Recognition

Visible (VIS) to near infrared (NIR) face matching is a challenging prob...
09/06/2018 ∙ by Xiang Wu, et al. ∙ 0 ∙ share

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Attribute Enhanced Face Aging with Wavelet-based Generative Adversarial Networks

Since it is difficult to collect face images of the same subject over a ...
09/18/2018 ∙ by Yunfan Liu, et al. ∙ 0 ∙ share

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A Coupled Evolutionary Network for Age Estimation

Age estimation of unknown persons is a challenging pattern analysis task...
09/20/2018 ∙ by Peipei Li, et al. ∙ 0 ∙ share

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Recognizing Partial Biometric Patterns

Biometric recognition on partial captured targets is challenging, where ...
10/17/2018 ∙ by Lingxiao He, et al. ∙ 0 ∙ share

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Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework

Iris segmentation and localization in non-cooperative environment is cha...
01/31/2019 ∙ by Caiyong Wang, et al. ∙ 0 ∙ share

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Age Progression and Regression with Spatial Attention Modules

Age progression and regression refers to aesthetically rendering a given...
03/06/2019 ∙ by Qi Li, et al. ∙ 0 ∙ share

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M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis

Facial images in surveillance or mobile scenarios often have large view-...
03/30/2019 ∙ by Peipei Li, et al. ∙ 0 ∙ share

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UVA: A Universal Variational Framework for Continuous Age Analysis

Conventional methods for facial age analysis tend to utilize accurate ag...
03/30/2019 ∙ by Peipei Li, et al. ∙ 0 ∙ share

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Foreground-aware Pyramid Reconstruction for Alignment-free Occluded Person Re-identification

Re-identifying a person across multiple disjoint camera views is importa...
04/10/2019 ∙ by Lingxiao He, et al. ∙ 0 ∙ share

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Fast Supervised Discrete Hashing

Learning-based hashing algorithms are "hot topics" because they can grea...
04/07/2019 ∙ by Jie Gui, et al. ∙ 0 ∙ share

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Supervised Discrete Hashing with Relaxation

Data-dependent hashing has recently attracted attention due to being abl...
04/07/2019 ∙ by Jie Gui, et al. ∙ 0 ∙ share

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Biphasic Learning of GANs for High-Resolution Image-to-Image Translation

Despite that the performance of image-to-image translation has been sign...
04/14/2019 ∙ by Jie Cao, et al. ∙ 0 ∙ share

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Alignment Free and Distortion Robust Iris Recognition

Iris recognition is a reliable personal identification method but there ...
12/01/2019 ∙ by Min Ren, et al. ∙ 0 ∙ share

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Dynamic Graph Representation for Partially Occluded Biometrics

The generalization ability of Convolutional neural networks (CNNs) for b...
12/01/2019 ∙ by Min Ren, et al. ∙ 0 ∙ share

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Zhenan Sun

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