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.

2019

Enhancing Adversarial Example Transferability with an Intermediate Level Attack

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)

Adversarial Example Decomposition

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)

2018

Semantic Segmentation with Scarce Data

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)

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)