Guandao Yang

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.

2019

PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows

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)

Learning Data-Adaptive Interest Points through Epipolar Adaptation

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)

SWALP : Stochastic Weight Averaging in Low-Precision Training

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)

2018

Deep Fundamental Matrix Estimation without Correspondences

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 (ECCVW), Munich, Germany, 2018.

(Links | BibTeX)

Learning Single-View 3D Reconstruction with Limited Pose Supervision

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)

Learning to Evaluate Image Captioning

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)