Pre-print:
- Fangneng Zhan, Hongyuan Zhu, Shijian Lu, "Scene Text Synthesis for Efficient and Effective Deep Network Training",
in arXiv: 1901.09193, 2019. [PDF]
- Xi Peng, Joey Tianyi Zhou, Hongyuan Zhu, "k-meansNet: When k-means Meets Differentiable Programming",
in arXiv: 1808.07292, 2018. [PDF]
- Anran Wang, Anh Tuan Luu, Chuan-Sheng Foo, Hongyuan Zhu, Yi Tay, Vijay Chandrasekhar, "Holistic Multi-modal Memory Network for Movie Question Answering" (Top1,MovieQA2018),
in arXiv: 1808.07292, 2018. [PDF]
Conferences:
- Xi Peng, Zhengyu Huang, Jiancheng Lu, Hongyuan Zhu, Joey Tianyi Zhou,
"COMIC: Multi-view Clustering Without Parameter Selection",
International Conference on Machine Learning (ICML2019)
[PDF]
[Code]
- Fangneng Zhan, Hongyuan Zhu, Shijian Lu,
"Spatial Fusion GAN for Image Synthesis",
IEEE International Conference on Computer Vison and Pattern Recognition (CVPR2019)
[PDF]
[Code]
- Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou, Songfan Yang, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim
"RR-GAN: Single Image Rain Removal Without Paired Information",
The Thirty-thrid AAAI Conference on Artificial Intelligence (AAAI2019, Oral)
[PDF]
[Code]
- Hongyuan Zhu, Xi Peng, Vijay Chandrasekha, Liyuan Li, Joo-Hwee Lim
"DehazeGAN: End-to-End Single Image Dehazing with Generative Adversarial Network",
Internation Joint Conference of Artificial Intelligence (IJCAI2018, Oral)
[PDF]
[Code]
- Hongyuan Zhu, Romain Vial, Shijian Lu
"TORNADO: A Spatio-Temporal Convolutional Regression Network for Video
Action Proposal",
IEEE International Conference on Computer Vision (ICCV2017)
[PDF]
[Code]
- Romain Vial, Hongyuan Zhu, Yonghong Tian, Shijian Lu
"Search Video Action Proposal with Static and Recurrent YOLO",
IEEE International Conference on Image Processing (ICIP2017, Student Travel Grant, Oral)
[PDF]
[Code]
- Hongyuan Zhu, Jean-Baptiste Weibel, Shijian Lu
"Discriminative Multi-modal Feature Fusion for RGBD Indoor Scene Recognition",
{IEEE Conference on Computer Vision and Pattern Recognition (CVPR2016)
[PDF]
[Code]
- Hongyuan Zhu, Shijian Lu, Jianfei Cai, Guanqing Lee
"Diagnosing State-of-the-Art Object Proposal",
British Machine Vision Conference (BMVC2015)
[PDF]
[Code]
- Hongyuan Zhu, Jiangbo Lu, Jianfei Cai, Jianmin Zheng, Nadia M.Thalmann,
"Poselet-based multiple human identification and cosegmentation",
IEEE International Conference on Image Processing (ICIP2014, Student Travel Grant, Top-10% paper award)
[PDF]
[Code]
- Hongyuan Zhu, Jiangbo Lu, Jianfei Cai, Jianmin Zheng, Nadia M.Thalmann,
"Multiple Foreground Recognition and Cosegmentation: An Object-Oriented CRF Model with Robust Higher-Order Potentials",
IEEE Winter Conference on Applications of Computer Vision (WACV2014, Student Travel Grant, Oral)
[PDF]
[Code]
- Hongyuan Zhu, Jianfei Cai, Jianmin Zheng, Nadia M.Thalmann,
"Salient Object Cutout using Google Images",
IEEE International Symposium on Circuits and Systems (ISCAS2013, Oral)
[PDF]
[Code]
Journals
- Joey Tianyi Zhou, Jiawei Du, Hongyuan Zhu*, Xi Peng, Yong Liu, Rick Siow Mong Goh. "AnomalyNet: An Anomaly Detection Network for Video Surveillance",
IEEE Transactions on Information Forensics & Security (TIFS) , 2019.
[PDF]
[Code]
- Zhenyu Huang*, Hongyuan Zhu*, Joey Tianyi Zhou, and Xi Peng,
"Multiple Marginal Fisher Analysis",
IEEE Transactions on Industrial Electronics (TIE) , 2018.
[PDF]
- Hongyuan Zhu*, Romain Vial*, Shijian Lu, Xi Peng, Huazhu Fu, Yonghong Tian, Xianbin Cao,
"YoTube: Searching Action Proposal via Recurrent and Static Regression Networks.",
{IEEE Transactions on Image Processing \textbf{(TIP), A*STAR Research Highlight} , 2018.
[PDF]
- Hongyuan Zhu, Jiangbo Lu, Jianfei Cai, Jianmin Zheng, Shijian Lu, Nadia M.Thalmann,
"Multiple Human Identification and Cosegmentation: A Human-Oriented CRF Approach with Poselets.",
{IEEE Transactions on Multimedia \textbf{(TMM)} , 2017.
[PDF]
- Hongyuan Zhu, Fanman Meng, Jianfei Cai, Shijian Lu,
"Multiple Human Identification and Cosegmentation: A Human-Oriented CRF Approach with Poselets.",
{IEEE Transactions on Multimedia \textbf{(TMM)} , 2017.
[PDF]
- Hongyuan Zhu, Jianmin Zheng, Jianfei Cai, Nadia M.Thalmann,
"Beyond pixels: a comprehensive survey from bottom-up to semantic image segmentation and cosegmentation." (Invited Survey),
{Elsevier Journal of Visual Communications and Image Representation (JVCI, Invited Survey)} , 2013.
[PDF]