Xiaohui Shen

is this you? claim profile

Senior Research Scientist at Adobe, Researcher at Adobe Research in San Jose, California 2012, Research Intern at Adobe Research, Research Intern at NOKIA 2010, PhD degree in the EECS department of Northwestern University in 2013

Unsupervised Real-world Low-light Image Enhancement with Decoupled Networks

Conventional learning-based approaches to low-light image enhancement ty...
05/06/2020 ∙ by Wei Xiong, et al. ∙ 9 ∙ share

read it
Human Motion Transfer from Poses in the Wild

In this paper, we tackle the problem of human motion transfer, where we ...
04/07/2020 ∙ by Jian Ren, et al. ∙ 5 ∙ share

read it
Anatomy-aware 3D Human Pose Estimation in Videos

In this work, we propose a new solution for 3D human pose estimation in ...
02/24/2020 ∙ by Tianlang Chen, et al. ∙ 16 ∙ share

read it
EnlightenGAN: Deep Light Enhancement without Paired Supervision

Deep learning-based methods have achieved remarkable success in image re...
06/17/2019 ∙ by Yifan Jiang, et al. ∙ 26 ∙ share

read it
Fashion Editing with Multi-scale Attention Normalization

Interactive fashion image manipulation, which enables users to edit imag...
06/03/2019 ∙ by Haoye Dong, et al. ∙ 0 ∙ share

read it
Graphonomy: Universal Human Parsing via Graph Transfer Learning

Prior highly-tuned human parsing models tend to fit towards each dataset...
04/09/2019 ∙ by Ke Gong, et al. ∙ 0 ∙ share

read it
Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses

This paper focuses on learning transferable adversarial examples specifi...
04/01/2019 ∙ by Yingwei Li, et al. ∙ 4 ∙ share

read it
DeepLens: Shallow Depth Of Field From A Single Image

We aim to generate high resolution shallow depth-of-field (DoF) images f...
10/18/2018 ∙ by Lijun Wang, et al. ∙ 0 ∙ share

read it
Concept Mask: Large-Scale Segmentation from Semantic Concepts

Existing works on semantic segmentation typically consider a small numbe...
08/18/2018 ∙ by Yufei Wang, et al. ∙ 4 ∙ share

read it
A Modulation Module for Multi-task Learning with Applications in Image Retrieval

Multi-task learning has been widely adopted in many computer vision task...
07/17/2018 ∙ by Xiangyun Zhao, et al. ∙ 0 ∙ share

read it
Free-Form Image Inpainting with Gated Convolution

We present a novel deep learning based image inpainting system to comple...
06/10/2018 ∙ by Jiahui Yu, et al. ∙ 0 ∙ share

read it
Towards Interpretable Face Recognition

Deep CNNs have been pushing the frontier of visual recognition over past...
05/02/2018 ∙ by Bangjie Yin, et al. ∙ 0 ∙ share

read it
Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark

Human parsing and pose estimation have recently received considerable in...
04/05/2018 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

read it
MAttNet: Modular Attention Network for Referring Expression Comprehension

In this paper, we address referring expression comprehension: localizing...
01/24/2018 ∙ by Licheng Yu, et al. ∙ 0 ∙ share

read it
Generative Image Inpainting with Contextual Attention

Recent deep learning based approaches have shown promising results on im...
01/24/2018 ∙ by Jiahui Yu, et al. ∙ 0 ∙ share

read it
Predicting Scene Parsing and Motion Dynamics in the Future

The ability of predicting the future is important for intelligent system...
11/09/2017 ∙ by Xiaojie Jin, et al. ∙ 0 ∙ share

read it
Scene Parsing with Global Context Embedding

We present a scene parsing method that utilizes global context informati...
10/17/2017 ∙ by Wei-Chih Hung, et al. ∙ 0 ∙ share

read it
Learning to Segment Human by Watching YouTube

An intuition on human segmentation is that when a human is moving in a v...
10/04/2017 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

read it
FoveaNet: Perspective-aware Urban Scene Parsing

Parsing urban scene images benefits many applications, especially self-d...
08/08/2017 ∙ by Xin Li, et al. ∙ 0 ∙ share

read it
Recognizing and Curating Photo Albums via Event-Specific Image Importance

Automatic organization of personal photos is a problem with many real wo...
07/19/2017 ∙ by Yufei Wang, et al. ∙ 0 ∙ share

read it
Learning to Predict Indoor Illumination from a Single Image

We propose an automatic method to infer high dynamic range illumination ...
04/01/2017 ∙ by Marc-André Gardner, et al. ∙ 0 ∙ share

read it
Recurrent Multimodal Interaction for Referring Image Segmentation

In this paper we are interested in the problem of image segmentation giv...
03/23/2017 ∙ by Chenxi Liu, et al. ∙ 0 ∙ share

read it
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing

Human parsing has recently attracted a lot of research interests due to ...
03/16/2017 ∙ by Ke Gong, et al. ∙ 0 ∙ share

read it
Interpretable Structure-Evolving LSTM

This paper develops a general framework for learning interpretable data ...
03/08/2017 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

read it
Deep Image Harmonization

Compositing is one of the most common operations in photo editing. To ge...
02/28/2017 ∙ by Yi-Hsuan Tsai, et al. ∙ 0 ∙ share

read it
Learning to Detect Multiple Photographic Defects

In this paper, we introduce the problem of simultaneously detecting mult...
12/06/2016 ∙ by Ning Yu, et al. ∙ 0 ∙ share

read it
Video Scene Parsing with Predictive Feature Learning

In this work, we address the challenging video scene parsing problem by ...
12/01/2016 ∙ by Xiaojie Jin, et al. ∙ 0 ∙ share

read it
Top-down Neural Attention by Excitation Backprop

We aim to model the top-down attention of a Convolutional Neural Network...
08/01/2016 ∙ by Jianming Zhang, et al. ∙ 0 ∙ share

read it
Salient Object Subitizing

We study the problem of Salient Object Subitizing, i.e. predicting the e...
07/26/2016 ∙ by Jianming Zhang, et al. ∙ 0 ∙ share

read it
Progressive Attention Networks for Visual Attribute Prediction

We propose a novel attention model that can accurately attend to target ...
06/08/2016 ∙ by Paul Hongsuck Seo, et al. ∙ 0 ∙ share

read it
Photo Aesthetics Ranking Network with Attributes and Content Adaptation

Real-world applications could benefit from the ability to automatically ...
06/06/2016 ∙ by Shu Kong, et al. ∙ 0 ∙ share

read it
Semantic Object Parsing with Graph LSTM

By taking the semantic object parsing task as an exemplar application sc...
03/23/2016 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

read it
Reversible Recursive Instance-level Object Segmentation

In this work, we propose a novel Reversible Recursive Instance-level Obj...
11/14/2015 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

read it
Semantic Object Parsing with Local-Global Long Short-Term Memory

Semantic object parsing is a fundamental task for understanding objects ...
11/14/2015 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

read it
Automatic Content-Aware Color and Tone Stylization

We introduce a new technique that automatically generates diverse, visua...
11/12/2015 ∙ by Joon-Young Lee, et al. ∙ 0 ∙ share

read it
STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation

Recently, significant improvement has been made on semantic object segme...
09/10/2015 ∙ by Yunchao Wei, et al. ∙ 0 ∙ share

read it
Proposal-free Network for Instance-level Object Segmentation

Instance-level object segmentation is an important yet under-explored ta...
09/09/2015 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

read it
Inner and Inter Label Propagation: Salient Object Detection in the Wild

In this paper, we propose a novel label propagation based method for sal...
05/27/2015 ∙ by Hongyang Li, et al. ∙ 0 ∙ share

read it
Joint Object and Part Segmentation using Deep Learned Potentials

Segmenting semantic objects from images and parsing them into their resp...
05/01/2015 ∙ by Peng Wang, et al. ∙ 0 ∙ share

read it
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing

Both parametric and non-parametric approaches have demonstrated encourag...
04/06/2015 ∙ by Si Liu, et al. ∙ 0 ∙ share

read it
Deep Human Parsing with Active Template Regression

In this work, the human parsing task, namely decomposing a human image i...
03/09/2015 ∙ by Xiaodan Liang, et al. ∙ 0 ∙ share

read it

Xiaohui Shen

Featured Co-authors