Dong Chen

Old Photo Restoration via Deep Latent Space Translation

We propose to restore old photos that suffer from severe degradation thr...
09/14/2020 ∙ by Ziyu Wan, et al. ∙ 55 ∙ share

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Unified Representation Learning for Cross Model Compatibility

We propose a unified representation learning framework to address the Cr...
08/11/2020 ∙ by Chien-Yi Wang, et al. ∙ 0 ∙ share

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PriorGAN: Real Data Prior for Generative Adversarial Nets

Generative adversarial networks (GANs) have achieved rapid progress in l...
06/30/2020 ∙ by Shuyang Gu, et al. ∙ 0 ∙ share

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Cross-Task Transfer for Multimodal Aerial Scene Recognition

Aerial scene recognition is a fundamental task in remote sensing and has...
05/18/2020 ∙ by Di Hu, et al. ∙ 8 ∙ share

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Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition

Aerial scene recognition is a fundamental task in remote sensing and has...
05/18/2020 ∙ by Di Hu, et al. ∙ 0 ∙ share

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Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation

Low-rank matrix approximation (LRMA) is a technique widely applied in hy...
04/23/2020 ∙ by Shaobo Xia, et al. ∙ 3 ∙ share

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Bringing Old Photos Back to Life

We propose to restore old photos that suffer from severe degradation thr...
04/20/2020 ∙ by Ziyu Wan, et al. ∙ 23 ∙ share

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Cross-domain Correspondence Learning for Exemplar-based Image Translation

We present a general framework for exemplar-based image translation, whi...
04/12/2020 ∙ by Pan Zhang, et al. ∙ 1 ∙ share

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Curved Buildings Reconstruction from Airborne LiDAR Data by Matching and Deforming Geometric Primitives

Airborne LiDAR (Light Detection and Ranging) data is widely applied in b...
03/22/2020 ∙ by Jingwei Song, et al. ∙ 1 ∙ share

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GIQA: Generated Image Quality Assessment

Generative adversarial networks (GANs) have achieved impressive results ...
03/19/2020 ∙ by Shuyang Gu, et al. ∙ 0 ∙ share

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Online Semantic Exploration of Indoor Maps

In this paper we propose a method to extract an abstracted floor plan fr...
02/21/2020 ∙ by Ziyuan Liu, et al. ∙ 0 ∙ share

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Table-Top Scene Analysis Using Knowledge-Supervised MCMC

In this paper, we propose a probabilistic method to generate abstract sc...
02/19/2020 ∙ by Ziyuan Liu, et al. ∙ 1 ∙ share

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TCM-ICP: Transformation Compatibility Measure for Registering Multiple LIDAR Scans

Rigid registration of multi-view and multi-platform LiDAR scans is a fun...
01/04/2020 ∙ by Aby Thomas, et al. ∙ 18 ∙ share

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Face X-ray for More General Face Forgery Detection

In this paper we propose a novel image representation called face X-ray ...
12/31/2019 ∙ by Lingzhi Li, et al. ∙ 14 ∙ share

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FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping

In this work, we propose a novel two-stage framework, called FaceShifter...
12/31/2019 ∙ by Lingzhi Li, et al. ∙ 21 ∙ share

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Autonomous Driving using Safe Reinforcement Learning by Incorporating a Regret-based Human Lane-Changing Decision Model

It is expected that many human drivers will still prefer to drive themse...
10/10/2019 ∙ by Dong Chen, et al. ∙ 38 ∙ share

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Interference mitigation techniques for a dense heterogeneous area network in machine-to-machine communications

With the advent of Machine-to-Machine (M2M) communications, various netw...
09/04/2019 ∙ by Dong Chen, et al. ∙ 0 ∙ share

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Deep Exemplar-based Video Colorization

This paper presents the first end-to-end network for exemplar-based vide...
06/24/2019 ∙ by Bo Zhang, et al. ∙ 4 ∙ share

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Face Parsing with RoI Tanh-Warping

Face parsing computes pixel-wise label maps for different semantic compo...
06/04/2019 ∙ by Jinpeng Lin, et al. ∙ 0 ∙ share

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Mask-Guided Portrait Editing with Conditional GANs

Portrait editing is a popular subject in photo manipulation. The Generat...
05/24/2019 ∙ by Shuyang Gu, et al. ∙ 0 ∙ share

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Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set

Recently, deep learning based 3D face reconstruction methods have shown ...
03/20/2019 ∙ by Yu Deng, et al. ∙ 20 ∙ share

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WIDER Face and Pedestrian Challenge 2018: Methods and Results

This paper presents a review of the 2018 WIDER Challenge on Face and Ped...
02/19/2019 ∙ by Chen Change Loy, et al. ∙ 6 ∙ share

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Exploring Hypergraph Representation on Face Anti-spoofing Beyond 2D Attacks

Face anti-spoofing plays a crucial role in protecting face recognition s...
11/28/2018 ∙ by Gusi Te, et al. ∙ 16 ∙ share

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A novel active learning framework for classification: using weighted rank aggregation to achieve multiple query criteria

Multiple query criteria active learning (MQCAL) methods have a higher po...
09/27/2018 ∙ by Yu Zhao, et al. ∙ 0 ∙ share

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Towards Open-Set Identity Preserving Face Synthesis

We propose a framework based on Generative Adversarial Networks to disen...
03/29/2018 ∙ by Jianmin Bao, et al. ∙ 0 ∙ share

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CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training

We present variational generative adversarial networks, a general learni...
03/29/2017 ∙ by Jianmin Bao, et al. ∙ 0 ∙ share

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Neural Aggregation Network for Video Face Recognition

This paper presents a Neural Aggregation Network (NAN) for video face re...
03/17/2016 ∙ by Jiaolong Yang, et al. ∙ 0 ∙ share

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Dong Chen

Featured Co-authors

Jun Wang

Bo Zhang

Yue Wang

Chen Change Loy

Wanli Ouyang

Dahua Lin

Tao Mei

Junjie Yan

Ping Luo

Hongdong Li

Xilin Chen

Old Photo Restoration via Deep Latent Space Translation

Unified Representation Learning for Cross Model Compatibility

PriorGAN: Real Data Prior for Generative Adversarial Nets

Cross-Task Transfer for Multimodal Aerial Scene Recognition

Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition

Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation

Bringing Old Photos Back to Life

Cross-domain Correspondence Learning for Exemplar-based Image Translation

Curved Buildings Reconstruction from Airborne LiDAR Data by Matching and Deforming Geometric Primitives

GIQA: Generated Image Quality Assessment

Online Semantic Exploration of Indoor Maps

Table-Top Scene Analysis Using Knowledge-Supervised MCMC

TCM-ICP: Transformation Compatibility Measure for Registering Multiple LIDAR Scans

Face X-ray for More General Face Forgery Detection

FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping

Autonomous Driving using Safe Reinforcement Learning by Incorporating a Regret-based Human Lane-Changing Decision Model

Interference mitigation techniques for a dense heterogeneous area network in machine-to-machine communications

Deep Exemplar-based Video Colorization

Face Parsing with RoI Tanh-Warping

Mask-Guided Portrait Editing with Conditional GANs

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set

WIDER Face and Pedestrian Challenge 2018: Methods and Results

Exploring Hypergraph Representation on Face Anti-spoofing Beyond 2D Attacks

A novel active learning framework for classification: using weighted rank aggregation to achieve multiple query criteria

Towards Open-Set Identity Preserving Face Synthesis

CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training

Neural Aggregation Network for Video Face Recognition