Mohammad Rostami
Robotics MSE '16, PhD ESE'19, Faculty member at USC CS department
Education
PhD in Electrical and Systems Engineering, UPenn
MS in Robotics, UPenn
MA in Philosophy, UPenn
MSc in Electrical Engineering, University of Waterloo
BS in Electrical Engineering, Sharif University of Technology
BS in Pure Mathematics, Sharif University of Technology
Research Interests
Lifelong, Transfoer, and Multitask Learning
Sparse representations and Compressive Sensing
Image and Video Quality Assesment
Research Groups
Publications
Using task descriptions in lifelong machine Learning for Improved Performance and Zero-Shot Transfer
Publisher Journal of Artificial Intelligence Research (JAIR)
Deep transfer learning for few-shot SAR image classification
Publisher Multidisciplinary Digital Publishing Institute (MDPI)
SAR image classification using few-shot cross-domain transfer learning
Publisher IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR)
Lifelong learning networks: Beyond single agent lifelong learning
Publisher AAAI Press
Multi-agent distributed lifelong learning for collective knowledge acquisition
Publisher International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning
Publisher International Joint Conference on Artificial Intelligence (IJCAI)
News
Alumni