Xun Huang
I am a third-year PhD student at Department of Computer Science, Cornell University, advised by Dr. Serge Belongie. My research focuses on deep generative models and applying them to re-create the visual world. Specifically, I am interested in image-to-image translation, image and video generation, style transfer, and 3D shape generation. See my personal web page for more details.
My research has been supported by Adobe Fellowship (2019), Snap Fellowship (2019), and NVIDIA Fellowship (2018).
Publications
2019 |
| Yang*, Guandao; Huang*, Xun; Hao, Zekun; Liu, Ming-Yu; Belongie, Serge; Hariharan, Bharath PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows International Conference on Computer Vision (ICCV), Seoul, Korea, 2019, (Oral, *Equal Contribution). (Abstract | Links | BibTeX) @conference{YangHuang2019,
title = {PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows},
author = {Guandao Yang* and Xun Huang* and Zekun Hao and Ming-Yu Liu and Serge Belongie and Bharath Hariharan },
url = {https://vision.cornell.edu/se3/wp-content/uploads/2019/09/1906.12320.pdf},
year = {2019},
date = {2019-10-27},
booktitle = {International Conference on Computer Vision (ICCV)},
address = {Seoul, Korea},
abstract = {https://arxiv.org/abs/1906.12320
https://www.guandaoyang.com/PointFlow},
note = {Oral, *Equal Contribution},
keywords = {}
}
https://arxiv.org/abs/1906.12320
https://www.guandaoyang.com/PointFlow |
2018 |
| Huang, Xun; Liu, Ming-Yu; Belongie, Serge; Kautz, Jan Multimodal Unsupervised Image-to-Image Translation European Conference on Computer Vision (ECCV), Munich, Germany, 2018. (Links | BibTeX) @conference{Huang2018,
title = {Multimodal Unsupervised Image-to-Image Translation},
author = {Xun Huang and Ming-Yu Liu and Serge Belongie and Jan Kautz},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2018/07/paper_munit.pdf},
year = {2018},
date = {2018-09-08},
booktitle = {European Conference on Computer Vision (ECCV)},
address = {Munich, Germany},
keywords = {}
}
|
| Cui, Yin; Yang, Guandao; Veit, Andreas; Huang, Xun; Belongie, Serge Learning to Evaluate Image Captioning Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018. (Links | BibTeX) @conference{Cui2018CaptionEval,
title = {Learning to Evaluate Image Captioning},
author = {Yin Cui and Guandao Yang and Andreas Veit and Xun Huang and Serge Belongie},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2018/03/1501.pdf},
year = {2018},
date = {2018-06-18},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
address = {Salt Lake City, UT},
keywords = {}
}
|
| Hao, Zekun; Huang, Xun; Belongie, Serge Controllable Video Generation with Sparse Trajectories Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018. (Links | BibTeX) @conference{Hao2018,
title = {Controllable Video Generation with Sparse Trajectories},
author = {Zekun Hao and Xun Huang and Serge Belongie},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2018/03/1575.pdf},
year = {2018},
date = {2018-06-18},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
address = {Salt Lake City, UT},
keywords = {}
}
|
2017 |
| Huang, Xun; Belongie, Serge Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization International Conference on Computer Vision (ICCV), Venice, Italy, 2017, (Oral). (Links | BibTeX) @conference{huang2017adain,
title = {Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization},
author = {Xun Huang and Serge Belongie},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2017/08/adain.pdf},
year = {2017},
date = {2017-10-22},
booktitle = {International Conference on Computer Vision (ICCV), Venice, Italy},
journal = {International Conference on Computer Vision (ICCV), Venice, Italy},
note = {Oral},
keywords = {}
}
|
| Huang, Xun; Li, Yixuan; Poursaeed, Omid; Hopcroft, John; Belongie, Serge Stacked Generative Adversarial Networks Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017. (Links | BibTeX) @conference{huang2017sgan,
title = {Stacked Generative Adversarial Networks},
author = {Xun Huang and Yixuan Li and Omid Poursaeed and John Hopcroft and Serge Belongie},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2017/04/1612.04357-2.pdf},
year = {2017},
date = {2017-07-21},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
journal = {CVPR},
address = {Honolulu, HI},
keywords = {}
}
|
