Xianxu Hou | DeepAI

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Wei Liu
370 publications
Jie Zhou
349 publications
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162 publications
Qian Zhang
144 publications
Feng Liu
124 publications
Daniel Cohen-Or
113 publications
Ke Sun
83 publications
Linlin Shen
71 publications
Hui Huang
61 publications
Guoping Qiu
46 publications
Jun Wan
36 publications

∙ 12/21/2022

DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation

Transformer-based models have been widely demonstrated to be successful ...

0 Feilong Tang, et al. ∙

∙ 03/25/2022

Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

While class activation map (CAM) generated by image classification netwo...

0 Jinheng Xie, et al. ∙

∙ 03/05/2022

Cross Language Image Matching for Weakly Supervised Semantic Segmentation

It has been widely known that CAM (Class Activation Map) usually only ac...

0 Jinheng Xie, et al. ∙

∙ 02/06/2022

FEAT: Face Editing with Attention

Employing the latent space of pretrained generators has recently been sh...

3 Xianxu Hou, et al. ∙

∙ 09/18/2021

Manifold-preserved GANs

Generative Adversarial Networks (GANs) have been widely adopted in vario...

24 Haozhe Liu, et al. ∙

∙ 01/07/2021

VHS to HDTV Video Translation using Multi-task Adversarial Learning

There are large amount of valuable video archives in Video Home System (...

0 Hongming Luo, et al. ∙

∙ 12/22/2020

GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing

Although significant progress has been made in synthesizing high-quality...

2 Xianxu Hou, et al. ∙

∙ 11/16/2020

Robust Facial Landmark Detection by Cross-order Cross-semantic Deep Network

Recently, convolutional neural networks (CNNs)-based facial landmark det...

5 Jun Wan, et al. ∙

∙ 05/10/2020

Class-Aware Domain Adaptation for Improving Adversarial Robustness

Recent works have demonstrated convolutional neural networks are vulnera...

14 Xianxu Hou, et al. ∙

∙ 09/25/2019

Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation

Supervised semantic segmentation normally assumes the test data being in...

0 Xianxu Hou, et al. ∙

∙ 06/04/2019

Learning Deep Image Priors for Blind Image Denoising

Image denoising is the process of removing noise from noisy images, whic...

0 Xianxu Hou, et al. ∙

∙ 06/04/2019

Improving Variational Autoencoder with Deep Feature Consistent and Generative Adversarial Training

We present a new method for improving the performances of variational au...

0 Xianxu Hou, et al. ∙

∙ 02/28/2019

Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer Classification

One issue with computer based histopathology image analysis is that the ...

0 Bolei Xu, et al. ∙

∙ 02/04/2019

End-to-End Single Image Fog Removal using Enhanced Cycle Consistent Adversarial Networks

Single image defogging is a classical and challenging problem in compute...

0 Wei Liu, et al. ∙

∙ 07/29/2017

Deep Feature Consistent Deep Image Transformations: Downscaling, Decolorization and HDR Tone Mapping

Building on crucial insights into the determining factors of the visual ...

0 Xianxu Hou, et al. ∙

∙ 07/01/2017

Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks

In this paper, we introduce deep learning technology to tackle two tradi...

0 Xianxu Hou, et al. ∙

∙ 10/02/2016

Deep Feature Consistent Variational Autoencoder

We present a novel method for constructing Variational Autoencoder (VAE)...

0 Xianxu Hou, et al. ∙

∙ 09/07/2016

Automatic Visual Theme Discovery from Joint Image and Text Corpora

A popular approach to semantic image understanding is to manually tag im...

0 Ke Sun, et al. ∙

∙ 09/06/2016

Object Specific Deep Learning Feature and Its Application to Face Detection

We present a method for discovering and exploiting object specific deep ...

0 Xianxu Hou, et al. ∙

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