Soroush Abbasi Koohpayegani

soroush @ umbc.edu
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About Me


I am a 2nd year PhD student in computer science at University of Maryland Baltimore County, advised by Hamed Pirsiavash. Before this, I got my BS in computer science from Sharif University of Technology. Get my CV. My research is about machine learning, computer vision. In particular, I am intrested in self-supervised learning.

Papers

2021
Mean Shift for Self-Supervised Learning
Soroush Abbasi Koohpayegani*, Ajinkya Tejankar*, Hamed Pirsiavash *equal contribution
ICCV 2021 (Oral presentation).
[PDF][Project Page][Code]
ISD: Self-Supervised Learning by Iterative Similarity Distillation
Ajinkya Tejankar*, Soroush Abbasi Koohpayegani*, Vipin Pillai, Paolo Favaro, Hamed Pirsiavash *equal contribution
ICCV 2021 .
[PDF][Project Page][Code]
Backdoor Attacks on Self-Supervised Learning
Aniruddha Saha, Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Hamed Pirsiavash *equal contribution
arXiv 2021 .
[PDF][Code]
2020
CompRess: Self-Supervised Learning by Compressing Representations
Soroush Abbasi Koohpayegani*, Ajinkya Tejankar*, Hamed Pirsiavash *equal contribution
NeurIPS 2020.
[PDF][Project Page][Code]

Experience


Microsoft
Computer Vision Research Internship

Summer 2021 - Applied Sciences Group
University of Maryland, Baltimore County
Research Assistant (Supervisor: Hamed Pirsiavash)

Aug 2019 - Present
BasirTech
Computer Vision Research Engineer (Supervisor: Mostafa Kamali Tabrizi)

May 2018 - Aug 2019

Education


University of Maryland, Baltimore County
Ph.D Computer Science

(Aug 2019 - Present)
Sharif University of Technology
B.Sc. Computer Science

(Aug 2013 - Feb 2018)

Contacts