Omid Poursaeed

I am a PhD student at Cornell University working with Professor Serge Belongie. My research interests include Deep Learning, Computer Vision and Generative Models. I received a B.S. (with honor) from Sharif University of Technology. I am also a recipient of Jacobs Fellowship from Cornell University and DLI Doctoral Fellowship from Cornell Tech.

See my personal web page for more details.

Publications

2020

Self-supervised Learning of Point Clouds via Orientation Estimation

Poursaeed, Omid; Jiang, Tianxing; Qiao, Quintessa; Xu, Nayun; Kim, Vladimir

Self-supervised Learning of Point Clouds via Orientation Estimation

International Conference on 3D Vision (3DV), 2020.

(Links | BibTeX)

Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling

Poursaeed, Omid; Fisher, Matthew; Aigerman, Noam; Kim, Vladimir

Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling

European Conference on Computer Vision (ECCV) , 2020.

(Links | BibTeX)

Neural Puppet: Generative Layered Cartoon Characters

Poursaeed, Omid; Kim, Vladimir; Shechtman, Eli; Saito, Jun; Belongie, Serge

Neural Puppet: Generative Layered Cartoon Characters

Winter Conference on Applications of Computer Vision (WACV), 2020.

(Links | BibTeX)

2019

Differential Privacy has Disparate Impact on Model Accuracy

Bagdasaryan, Eugene; Poursaeed, Omid; Shmatikov, Vitaly

Differential Privacy has Disparate Impact on Model Accuracy

Neural Information Processing Systems (NeurIPS), 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, Munich, Germany, 2018.

(Links | BibTeX)

Generative Adversarial Perturbations

Poursaeed, Omid; Katsman, Isay; Gao, Bicheng; Belongie, Serge

Generative Adversarial Perturbations

Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.

(Links | BibTeX)

Vision-based Real Estate Price Estimation

Poursaeed, Omid; Matera, Tomas; Belongie, Serge

Vision-based Real Estate Price Estimation

Machine Vision and Applications, 2018.

(Abstract | Links | BibTeX)

2017

Stacked Generative Adversarial Networks

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)