About Me

I am a research scientist and principal investigator at HRL Laboratories, Malibu, CA. My research lies in the intersection of applied mathematics, machine learning, and computer vision. I am currently the PI on DARPA Learning with Less Labels (LwLL) and the Co-PI on DARPA Lifelong Learning Machines (L2M) programs. Before joining HRL, I was a post-doctoral researcher at Carnegie Melon University. I received my Ph.D. in Biomedical Engineering from Carnegie Mellon University, where I received the Bertucci Fellowship Award for outstanding graduate students from the College of Engineering in 2014, and the Outstanding Dissertation Award from the Biomedical Engineering Department in 2015.

News

show more - We presented our paper `[SAR Image Classification Using Few-Shot Cross-Domain Transfer Learning](http://openaccess.thecvf.com/content_CVPRW_2019/papers/PBVS/Rostami_SAR_Image_Classification_Using_Few-Shot_Cross-Domain_Transfer_Learning_CVPRW_2019_paper.pdf)' in CVPRW'19 (Oral presentation), Long Beach, CA, USA - June 16 2019. - Our paper on `[Deep Transfer Learning for Few-Shot SAR Image Classification](https://www.preprints.org/manuscript/201905.0030/v1)' got accepted to the IEEE Journal of Remote Sensing.