Ran He

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Project Professor at National Lab. of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Science (CASIA

Style-based Variational Autoencoder for Real-World Super-Resolution

Real-world image super-resolution is a challenging image translation pro...
12/21/2019 ∙ by Xin Ma, et al. ∙ 31 ∙ share

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Deep Audio-Visual Learning: A Survey

Audio-visual learning, aimed at exploiting the relationship between audi...
01/14/2020 ∙ by Hao Zhu, et al. ∙ 31 ∙ share

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Everybody's Talkin': Let Me Talk as You Want

We present a method to edit a target portrait footage by taking a sequen...
01/15/2020 ∙ by Linsen Song, et al. ∙ 28 ∙ share

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Make a Face: Towards Arbitrary High Fidelity Face Manipulation

Recent studies have shown remarkable success in face manipulation task w...
08/20/2019 ∙ by Shengju Qian, et al. ∙ 24 ∙ share

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PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer

We propose a novel Pose-robust Spatial-aware GAN (PSGAN) for transferrin...
09/16/2019 ∙ by Wentao Jiang, et al. ∙ 23 ∙ 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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Pose Agnostic Cross-spectral Hallucination via Disentangling Independent Factors

The cross-sensor gap is one of the challenges that arise much research i...
09/10/2019 ∙ by Boyan Duan, et al. ∙ 15 ∙ share

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LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database for NIR-VIS Face Recognition

Near-infrared-visible (NIR-VIS) heterogeneous face recognition matches N...
12/17/2019 ∙ by Aijing Yu, et al. ∙ 14 ∙ 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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High Fidelity Face Manipulation with Extreme Pose and Expression

Face manipulation has shown remarkable advances with the flourish of Gen...
03/28/2019 ∙ by Chaoyou Fu, 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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Geometry-Aware Face Completion and Editing

Face completion is a challenging generation task because it requires gen...
09/09/2018 ∙ by Linsen Song, et al. ∙ 2 ∙ 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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Attributes Guided Feature Learning for Vehicle Re-identification

Vehicle Re-ID has recently attracted enthusiastic attention due to its p...
05/22/2019 ∙ by Aihua Zheng, 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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Masquer Hunter: Adversarial Occlusion-aware Face Detection

Occluded face detection is a challenging detection task due to the large...
09/15/2017 ∙ by Yujia Chen, et al. ∙ 0 ∙ share

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Adversarial Discriminative Heterogeneous Face Recognition

The gap between sensing patterns of different face modalities remains a ...
09/12/2017 ∙ by Lingxiao Song, et al. ∙ 0 ∙ share

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Joint Adaptive Neighbours and Metric Learning for Multi-view Subspace Clustering

Due to the existence of various views or representations in many real-wo...
09/12/2017 ∙ by Nan Xu, et al. ∙ 0 ∙ share

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Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification

Makeup is widely used to improve facial attractiveness and is well accep...
09/12/2017 ∙ by Yi Li, et al. ∙ 0 ∙ 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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Robust Localized Multi-view Subspace Clustering

In multi-view clustering, different views may have different confidence ...
05/22/2017 ∙ by Yanbo Fan, et al. ∙ 0 ∙ share

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Coupled Deep Learning for Heterogeneous Face Recognition

Heterogeneous face matching is a challenge issue in face recognition due...
04/08/2017 ∙ by Xiang Wu, et al. ∙ 0 ∙ share

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Locally Imposing Function for Generalized Constraint Neural Networks - A Study on Equality Constraints

This work is a further study on the Generalized Constraint Neural Networ...
04/18/2016 ∙ by Linlin Cao, et al. ∙ 0 ∙ share

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DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification

MeshFace photos have been widely used in many Chinese business organizat...
11/16/2016 ∙ by Shu Zhang, et al. ∙ 0 ∙ share

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Self-Paced Learning: an Implicit Regularization Perspective

Self-paced learning (SPL) mimics the cognitive mechanism of humans and a...
06/01/2016 ∙ by Yanbo Fan, et al. ∙ 0 ∙ share

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Deep Aesthetic Quality Assessment with Semantic Information

Human beings often assess the aesthetic quality of an image coupled with...
04/18/2016 ∙ by Yueying Kao, 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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Cross-Modal Learning via Pairwise Constraints

In multimedia applications, the text and image components in a web docum...
11/28/2014 ∙ by Ran He, et al. ∙ 0 ∙ share

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Information-Theoretic Measures for Objective Evaluation of Classifications

This work presents a systematic study of objective evaluations of abstai...
07/10/2011 ∙ by Bao-Gang Hu, 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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Learning Disentangling and Fusing Networks for Face Completion Under Structured Occlusions

Face completion aims to generate semantically new pixels for missing fac...
12/13/2017 ∙ by Zhihang Li, 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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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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Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing

Deep supervised hashing has become an active topic in web search and inf...
09/07/2018 ∙ by Chaoyou Fu, 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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High-Resolution Talking Face Generation via Mutual Information Approximation

Given an arbitrary speech clip and a facial image, talking face generati...
12/17/2018 ∙ by Hao Zhu, et al. ∙ 0 ∙ share

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A Survey to Deep Facial Attribute Analysis

Facial attribute analysis has received considerable attention with the d...
12/26/2018 ∙ by Xin Zheng, 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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Dual Variational Generation for Low-Shot Heterogeneous Face Recognition

Heterogeneous Face Recognition (HFR) is a challenging issue because of t...
03/25/2019 ∙ by Chaoyou Fu, et al. ∙ 0 ∙ share

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PyramidBox++: High Performance Detector for Finding Tiny Face

With the rapid development of deep convolutional neural network, face de...
03/31/2019 ∙ by Zhihang 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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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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Theme Aware Aesthetic Distribution Prediction with Full Resolution Photos

Aesthetic quality assessment (AQA) of photos is a challenging task due t...
08/04/2019 ∙ by Gengyun Jia, et al. ∙ 0 ∙ share

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Augmented Data Science: Towards Industrialization and Democratization of Data Science

Conversion of raw data into insights and knowledge requires substantial ...
09/12/2019 ∙ by Huseyin Uzunalioglu, et al. ∙ 0 ∙ share

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Ran He

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