b'Dong Chen'

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation

Self-training is a competitive approach in domain adaptive segmentation,...
01/26/2021 ∙ by Pan Zhang, et al. ∙ 8 ∙ share

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A Versatile Keyframe-Based Structureless Filter for Visual Inertial Odometry

Motion estimation by fusing data from at least a camera and an Inertial ...
12/30/2020 ∙ by Jianzhu Huai, et al. ∙ 0 ∙ share

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Identity-Driven DeepFake Detection

DeepFake detection has so far been dominated by “artifact-driven” method...
12/07/2020 ∙ by Xiaoyi Dong, et al. ∙ 9 ∙ share

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Unsupervised Pre-training for Person Re-identification

In this paper, we present a large scale unlabeled person re-identificati...
12/07/2020 ∙ by Dengpan Fu, et al. ∙ 5 ∙ share

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Full-Resolution Correspondence Learning for Image Translation

We present the full-resolution correspondence learning for cross-domain ...
12/03/2020 ∙ by Xingran Zhou, et al. ∙ 7 ∙ share

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PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control

This paper develops an efficient multi-agent deep reinforcement learning...
11/24/2020 ∙ by Dong Chen, et al. ∙ 0 ∙ share

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Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition

A key challenge in video enhancement and action recognition is to fuse u...
11/22/2020 ∙ by Shuyang Gu, et al. ∙ 1 ∙ share

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GreedyFool: Distortion-Aware Sparse Adversarial Attack

Modern deep neural networks(DNNs) are vulnerable to adversarial samples....
10/26/2020 ∙ by Xiaoyi Dong, et al. ∙ 0 ∙ share

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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

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