I’m a PhD student working with Prof. Serge Belongie and Prof. Bharath Hariharan. I’m interested in solving computer vision problems that could power the next generation of AR applications. Specifically, I’m interested in problems in 3D Vision, the intersection between language and vision, as well as computer vision problems involving multi-view geometry. Please see my personal website for more detail.
2021 |
| Luo*, Katie; Yang*, Guandao; Xian, Wenqi; Haraldsson, Harald; Hariharan, Bharath; Belongie, Serge Stay Positive: Non-Negative Image Synthesis for Augmented Reality Computer Vision and Pattern Recognition (CVPR), Virtual, 2021, (Oral, *Equal Contribution). (Links | BibTeX) @conference{Luo*2021,
title = {Stay Positive: Non-Negative Image Synthesis for Augmented Reality},
author = {Katie Luo* and Guandao Yang* and Wenqi Xian and Harald Haraldsson and Bharath Hariharan and Serge Belongie},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2021/03/stay_positive.pdf},
year = {2021},
date = {2021-06-21},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
address = {Virtual},
note = {Oral, *Equal Contribution},
keywords = {}
}
|
2020 |
| Cai*, Ruojin; Yang*, Guandao; Averbuch-Elor, Hadar; Hao, Zekun; Belongie, Serge; Snavely, Noah; Hariharan, Bharath Learning Gradient Fields for Shape Generation European Conference on Computer Vision (ECCV), Glasgow, Scotland, 2020, (Spotlight, *Equal Contribution). (Links | BibTeX) @conference{Cai2020,
title = {Learning Gradient Fields for Shape Generation},
author = {Ruojin Cai* and Guandao Yang* and Hadar Averbuch-Elor and Zekun Hao and Serge Belongie and Noah Snavely and Bharath Hariharan},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2020/08/ShapeGF-1.pdf},
year = {2020},
date = {2020-08-24},
booktitle = {European Conference on Computer Vision (ECCV)},
journal = {European Conference on Computer Vision (ECCV)},
address = {Glasgow, Scotland},
note = {Spotlight, *Equal Contribution},
keywords = {}
}
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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
|
| Yang, Guandao; Malisiewicz, Tomasz; Belongie, Serge Learning Data-Adaptive Interest Points through Epipolar Adaptation Computer Vision and Pattern Recognition Workshops (CVPRW 2019), 2019. (Links | BibTeX) @article{SuperPointEA,
title = {Learning Data-Adaptive Interest Points through Epipolar Adaptation},
author = {Guandao Yang and Tomasz Malisiewicz and Serge Belongie},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2019/06/Yang_Learning_Data-Adaptive_Interest_Points_through_Epipolar_Adaptation_CVPRW_2019_paper.pdf},
year = {2019},
date = {2019-06-18},
journal = {Computer Vision and Pattern Recognition Workshops (CVPRW 2019)},
keywords = {}
}
|
| Yang, Guandao; Zhang, Tianyi; Kirichenko, Polina; Bai, Junwen; Wilson, Andrew Gordon; De Sa, Christopher SWALP : Stochastic Weight Averaging in Low-Precision Training Thirty-sixth International Conference on Machine Learning (ICML 2019), Long Beach, CA, 2019. (Links | BibTeX) @conference{swalp,
title = {SWALP : Stochastic Weight Averaging in Low-Precision Training},
author = {Guandao Yang and Tianyi Zhang and Polina Kirichenko and Junwen Bai and Andrew Gordon Wilson and Christopher {De Sa}},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2019/06/1904.11943-2.pdf},
year = {2019},
date = {2019-06-09},
booktitle = {Thirty-sixth International Conference on Machine Learning (ICML 2019)},
address = {Long Beach, CA},
keywords = {}
}
|
2018 |
| Poursaeed, Omid; Yang, Guandao; Prakash, Aditya; Jiang, Hanqing; Fang, Qiuren; Hariharan, Bharath; Belongie, Serge Deep Fundamental Matrix Estimation without Correspondences European Conference on Computer Vision Workshops, Munich, Germany, 2018. (Links | BibTeX) @conference{Poursaeed2018deep,
title = {Deep Fundamental Matrix Estimation without Correspondences},
author = {Omid Poursaeed and Guandao Yang and Aditya Prakash and Hanqing Jiang and Qiuren Fang and Bharath Hariharan and Serge Belongie},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2018/09/Deep-fundamental-matrix-estimation-camera-ready-2.pdf},
year = {2018},
date = {2018-09-30},
booktitle = {European Conference on Computer Vision Workshops},
address = {Munich, Germany},
keywords = {}
}
|
| Yang, Guandao; Cui, Yin; Belongie, Serge; Hariharan, Bharath Learning Single-View 3D Reconstruction with Limited Pose Supervision European Conference on Computer Vision (ECCV), Munich, Germany, 2018. (Links | BibTeX) @conference{Yang12018,
title = {Learning Single-View 3D Reconstruction with Limited Pose Supervision},
author = {Guandao Yang and Yin Cui and Serge Belongie and Bharath Hariharan},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2018/07/GAN3DReconstruction_CameraReady.pdf},
year = {2018},
date = {2018-09-08},
booktitle = {European Conference on Computer Vision (ECCV)},
address = {Munich, Germany},
keywords = {}
}
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| 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 = {}
}
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