Isay Katsman
I am currently a third year undergraduate student at Cornell Ithaca interested in Deep Learning and Computer Vision. Please see my Google Scholar page for publications and preprints. More information about projects and employment can be found at LinkedIn and Github. I also maintain a blog.
2020 |
| Lou*, Aaron; Katsman*, Isay; Jiang*, Qingxuan; Belongie, Serge; Lim, Ser-Nam; Sa, Christopher De Differentiating through the Fréchet Mean International Conference on Machine Learning (ICML), Vienna, 2020, (*Equal Contribution). (Links | BibTeX) @conference{Lou*2020,
title = {Differentiating through the Fréchet Mean},
author = {Aaron Lou* and Isay Katsman* and Qingxuan Jiang* and Serge Belongie and Ser-Nam Lim and Christopher De Sa},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2020/06/2003.00335.pdf},
year = {2020},
date = {2020-07-12},
booktitle = {International Conference on Machine Learning (ICML)},
address = {Vienna},
note = {*Equal Contribution},
keywords = {}
}
|
2019 |
| Huang*, Qian; Katsman*, Isay; He*, Horace; Gu*, Zeqi; Belongie, Serge; Lim, Ser-Nam Enhancing Adversarial Example Transferability with an Intermediate Level Attack International Conference on Computer Vision (ICCV), Seoul, Korea, 2019, (*Equal Contribution). (Abstract | Links | BibTeX) @conference{Huang2019,
title = {Enhancing Adversarial Example Transferability with an Intermediate Level Attack},
author = {Qian Huang* and Isay Katsman* and Horace He* and Zeqi Gu* and Serge Belongie and Ser-Nam Lim},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2019/07/1907.10823.pdf},
year = {2019},
date = {2019-10-27},
booktitle = {International Conference on Computer Vision (ICCV)},
address = {Seoul, Korea},
abstract = {https://arxiv.org/pdf/1907.10823.pdf},
note = {*Equal Contribution},
keywords = {}
}
https://arxiv.org/pdf/1907.10823.pdf |
| He, Horace; Lou, Aaron; Jiang, Qingxuan; Katsman, Isay; Belongie, Serge; Lim, Ser-Nam Adversarial Example Decomposition International Conference of Machine Learning Workshop (ICMLW), Long Beach, CA, 2019. (Links | BibTeX) @conference{He2019,
title = {Adversarial Example Decomposition},
author = {Horace He and Aaron Lou and Qingxuan Jiang and Isay Katsman and Serge Belongie and Ser-Nam Lim},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2019/06/Adversarial_Decomp_SPML19-1.pdf},
year = {2019},
date = {2019-06-03},
booktitle = {International Conference of Machine Learning Workshop (ICMLW)},
address = {Long Beach, CA},
keywords = {}
}
|
2018 |
| Katsman, Isay; Tripathi, Rohun; Veit, Andreas; Belongie, Serge Semantic Segmentation with Scarce Data International Conference of Machine Learning Workshop (ICMLW), Stockholm, Sweden, 2018. (Links | BibTeX) @conference{Katsman2018SemanticSW,
title = {Semantic Segmentation with Scarce Data},
author = {Isay Katsman and Rohun Tripathi and Andreas Veit and Serge Belongie},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2018/07/icml-four-page.pdf},
year = {2018},
date = {2018-07-02},
booktitle = {International Conference of Machine Learning Workshop (ICMLW)},
address = {Stockholm, Sweden},
keywords = {}
}
|
| Poursaeed, Omid; Katsman, Isay; Gao, Bicheng; Belongie, Serge Generative Adversarial Perturbations Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018. (Links | BibTeX) @conference{Poursaeed2018,
title = {Generative Adversarial Perturbations},
author = {Omid Poursaeed and Isay Katsman and Bicheng Gao and Serge Belongie},
url = {https://vision.cornell.edu/se3/wp-content/uploads/2018/03/2387.pdf, https://vision.cornell.edu/se3/wp-content/uploads/2018/03/2387-supp.pdf},
year = {2018},
date = {2018-06-18},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
address = {Salt Lake City, UT},
keywords = {}
}
|
