Tao Xu

According to our database, Tao Xu authored at least 20 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Deep image synthesis from intuitive user input: A review and perspectives.

Yuan Xue, Yuan-Chen Guo, Han Zhang, Tao Xu, Song-Hai Zhang, Xiaolei Huang

Comput. Vis. Media, 2022

2020

Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network.

Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue.

Yutao Ma, Tao Xu, Xiaolei Huang, Xiaofang Wang, Canyu Li, Jason Jerwick, Yuan Ning, Xianxu Zeng, Baojin Wang, Yihong Wang, Zhan Zhang, Xiaoan Zhang, Chao Zhou

IEEE Trans. Biomed. Eng., 2019

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks.

Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas

IEEE Trans. Pattern Anal. Mach. Intell., 2019

2018

SegAN: Adversarial Network with Multi-scale L 1 Loss for Medical Image Segmentation.

Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang

Neuroinformatics, 2018

Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks.

Lian Duan, Xi Qin, Yuanhao He, Xialin Sang, Jinda Pan, Tao Xu, Jing Men, Rudolph E. Tanzi, Airong Li, Yutao Ma, Chao Zhou

CoRR, 2018

Multimodal Recurrent Model with Attention for Automated Radiology Report Generation.

Yuan Xue, Tao Xu, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, George R. Thoma, Xiaolei Huang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Adversarial learning with multi-scale loss for skin lesion segmentation.

Yuan Xue, Tao Xu, Xiaolei Huang

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

On the Discrimination-Generalization Tradeoff in GANs.

Pengchuan Zhang, Qiang Liu, Dengyong Zhou, Tao Xu, Xiaodong He

Proceedings of the 6th International Conference on Learning Representations, 2018

AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks.

Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Multi-feature based benchmark for cervical dysplasia classification evaluation.

Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, Xiaolei Huang

Pattern Recognit., 2017

Integrated local binary pattern texture features for classification of breast tissue imaged by optical coherence microscopy.

Sunhua Wan, Hsiang-Chieh Lee, Xiaolei Huang, Ting Xu, Tao Xu, Xianxu Zeng, Zhan Zhang, Yuri Sheikine, James L. Connolly, James G. Fujimoto, Chao Zhou

Medical Image Anal., 2017

SegAN: Adversarial Network with Multi-scale L₁ Loss for Medical Image Segmentation.

Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang

CoRR, 2017

StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks.

Han Zhang, Tao Xu, Hongsheng Li

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks.

Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaolei Huang, Xiaogang Wang, Dimitris N. Metaxas

CoRR, 2016

Multimodal Deep Learning for Cervical Dysplasia Diagnosis.

Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition.

Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation.

Tao Xu, Cheng Xin, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Edward Kim, Xiaolei Huang

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Multi-test cervical cancer diagnosis with missing data estimation.

Tao Xu, Xiaolei Huang, Edward Kim, L. Rodney Long, Sameer K. Antani

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Adjustable adaboost classifier and pyramid features for image-based cervical cancer diagnosis.

Tao Xu, Edward Kim, Xiaolei Huang

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015