Bardia Safaei
I am a third-year Ph.D. student in Electrical and Computer Engineering (ECE) department at Johns Hopkins University, advised by Prof. Vishal M. Patel.
My current research is on computer vision and machine learning, with a specific focus on efficient fine-tuning of vision-language models, out-of-distribution detection, active/continual learning, and domain adaptation.
I am always open to collaborating and working on new research ideas.Â
News
Dec 9, 2023: Our paper "Entropic Open-set Active Learning" has been accepted at AAAI '24, Vancouver, Canada.
Feb 17, 2023: Our paper "Open-set Automatic Target Recognition" has been accepted at ICASSP '23, Rhodes Island, Greece.
Education
Johns Hopkins University (JHU), Baltimore, MD, USA
PhD in Electrical and Computer Engineering, Whiting School of Engineering (2021-Present)
Sharif University of Technology (SUT), Tehran, Iran
BSc in Electrical Engineering, Communication Systems (2016-2021)
Computer Vision Research
Entropic Open-set Active Learning
Bardia Safaei, Vibashan VS, Celso M. de Melo, Vishal M. Patel
AAAI 2024
Open-set Automatic Target Recognition
Bardia Safaei, Vibashan VS, Celso de Melo, Shuowen Hu, Vishal M. Patel
ICASSP 2023