Xuansong Xie | DeepAI

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Lei Zhang
366 publications
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360 publications
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240 publications
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231 publications
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203 publications
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169 publications
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105 publications
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∙ 06/06/2023

PGformer: Proxy-Bridged Game Transformer for Multi-Person Extremely Interactive Motion Prediction

Multi-person motion prediction is a challenging task, especially for rea...

0 Yanwen Fang, et al. ∙

∙ 03/15/2023

RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters

Retouching images is an essential aspect of enhancing the visual appeal ...

0 Wenqi Ouyang, et al. ∙

∙ 03/15/2023

FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation

Recent attention in instance segmentation has focused on query-based mod...

0 Junjie He, et al. ∙

∙ 02/28/2023

A Hierarchical Representation Network for Accurate and Detailed Face Reconstruction from In-The-Wild Images

Limited by the nature of the low-dimensional representational capacity o...

0 Biwen Lei, et al. ∙

∙ 12/22/2022

DDColor: Towards Photo-Realistic and Semantic-Aware Image Colorization via Dual Decoders

Automatic image colorization is a particularly challenging problem. Due ...

0 Xiaoyang Kang, et al. ∙

∙ 07/06/2022

Towards Counterfactual Image Manipulation via CLIP

Leveraging StyleGAN's expressivity and its disentangled latent codes, ex...

0 Yingchen Yu, et al. ∙

∙ 07/06/2022

DCT-Net: Domain-Calibrated Translation for Portrait Stylization

This paper introduces DCT-Net, a novel image translation architecture fo...

2 Yifang Men, et al. ∙

∙ 07/04/2022

Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable Filters

Semantic segmentation on driving-scene images is vital for autonomous dr...

0 Wenyu Liu, et al. ∙

∙ 03/18/2022

Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition

Video frame interpolation (VFI) aims to improve the temporal resolution ...

19 Tao Yang, et al. ∙

∙ 03/09/2022

Structure-Aware Flow Generation for Human Body Reshaping

Body reshaping is an important procedure in portrait photo retouching. D...

9 Jianqiang Ren, et al. ∙

∙ 08/03/2021

Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering

Noisy labels are commonly found in real-world data, which cause performa...

0 Chang Liu, et al. ∙

∙ 07/23/2021

WaveFill: A Wavelet-based Generation Network for Image Inpainting

Image inpainting aims to complete the missing or corrupted regions of im...

0 Yingchen Yu, et al. ∙

∙ 06/24/2021

Sparse Needlets for Lighting Estimation with Spherical Transport Loss

Accurate lighting estimation is challenging yet critical to many compute...

1 Fangneng Zhan, et al. ∙

∙ 06/19/2021

Unbalanced Feature Transport for Exemplar-based Image Translation

Despite the great success of GANs in images translation with different c...

0 Fangneng Zhan, et al. ∙

∙ 05/19/2021

PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency

Different from general photo retouching tasks, portrait photo retouching...

0 Jie Liang, et al. ∙

∙ 05/13/2021

GAN Prior Embedded Network for Blind Face Restoration in the Wild

Blind face restoration (BFR) from severely degraded face images in the w...

45 Tao Yang, et al. ∙

∙ 04/26/2021

Diverse Image Inpainting with Bidirectional and Autoregressive Transformers

Image inpainting is an underdetermined inverse problem, it naturally all...

11 Yingchen Yu, et al. ∙

∙ 03/30/2021

Noise-resistant Deep Metric Learning with Ranking-based Instance Selection

The existence of noisy labels in real-world data negatively impacts the ...

0 Chang Liu, et al. ∙

∙ 02/20/2021

GMLight: Lighting Estimation via Geometric Distribution Approximation

Lighting estimation from a single image is an essential yet challenging ...

9 Fangneng Zhan, et al. ∙

∙ 02/04/2021

Active Boundary Loss for Semantic Segmentation

This paper proposes a novel active boundary loss for semantic segmentati...

34 Chi Wang, et al. ∙

∙ 12/21/2020

EMLight: Lighting Estimation via Spherical Distribution Approximation

Illumination estimation from a single image is critical in 3D rendering ...

18 Fangneng Zhan, et al. ∙

∙ 09/17/2020

Adversarial Image Composition with Auxiliary Illumination

Dealing with the inconsistency between a foreground object and a backgro...

0 Fangneng Zhan, et al. ∙

∙ 07/14/2020

Towards Realistic 3D Embedding via View Alignment

Recent advances in generative adversarial networks (GANs) have achieved ...

0 Fangneng Zhan, et al. ∙

∙ 05/26/2020

Region-adaptive Texture Enhancement for Detailed Person Image Synthesis

The ability to produce convincing textural details is essential for the ...

0 Lingbo Yang, et al. ∙

∙ 04/10/2020

Boosting Semantic Human Matting with Coarse Annotations

Semantic human matting aims to estimate the per-pixel opacity of the for...

8 Jinlin Liu, et al. ∙

∙ 08/30/2019

Generating Persuasive Visual Storylines for Promotional Videos

Video contents have become a critical tool for promoting products in E-c...

0 Chang Liu, et al. ∙

∙ 04/19/2019

Automated Segmentation of Pulmonary Lobes using Coordination-Guided Deep Neural Networks

The identification of pulmonary lobes is of great importance in disease ...

12 Wenjia Wang, et al. ∙

∙ 01/16/2019

Attention-aware Multi-stroke Style Transfer

Neural style transfer has drawn considerable attention from both academi...

14 Yuan Yao, et al. ∙

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