Maryam Jaberi

Computer Science, PhD

I received my PhD in 2018 in Computer Science from University Of Central Florida. My main research areas are computer vision and machine learning with a focus on sparse subspace clustering. Prior to that, I earned a Master's degree in Computer Science from University of Nevada, Reno. I am currently working as a computer vision researcher at Google.

Research interests: computer vision, machine learning, video processing, and subspace clustering

Publications

  • Probabilistic Sparse Subspace Clustering Using Delayed Association, M. Jaberi, M. Pensky, H. Foroosh, Pattern Recognition, 2018. ICPR 2018. 29th International Conference on. IEEE, 2018. [Paper][video]

  • Sparse One Grab Sampling with Guarantees, M. Jaberi, M. Pensky, H. Foroosh, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 (accepted).

  • Probabilistic Subspace Clustering, M. Jaberi, M. Pensky, H. Foroosh, Special Session on Modern Statistical Methods for Structured Data, American Mathematical Society, Orlando, FL, September 23-24, 2017

  • SWIFT: Sparse Withdrawal of Inliers in a First Trial, M. Jaberi, M. Pensky, H. Foroosh, Computer Vision and Pattern Recognition (CVPR), 2015 IEEE Conference on. IEEE, 2015. [Paper]

  • Accurate and Robust Localization of Duplicated Region in Copy-Move Image Forgery, M. Jaberi, G. Bebis, M. Hussain, and G. Muhammad, Machine Vision and Applications, 2013. [Paper]

  • Improving the Detection and Localization of Duplicated Regions in Copy-Move Image Forgery, M. Jaberi, G. Bebis, M. Hussain, and G. Muhammad, DSP2013, Santorini, Greece, 2013. [Paper]

  • A Hybrid Map Matching Algorithm in Car Navigation Systems (Learning Automata + Fuzzy Logic), M. Jaberi and M. R. Meybodi, Proceedings of 13th Annual CSI Computer Conference of Iran, Kish Island, 2008.

  • A Hybrid Map Matching Algorithm for Car Navigation Systems (Fuzzy Neural Networks+ Learning Automata), M. Jaberi and M. R. Meybodi, Proceedings of the Second Iranian Data Mining Conference, Amirkabir University of Technology, Tehran, Iran, Nov.11-12, 2008

Talks

  • International Conference on Pattern Recognition (ICPR18), August 2018, China, oral presentation.
  • Student Research Week at UCF, April 2018, oral presentation.
  • Women in Machine Learning (WiML), NIPS workshop 2017, Poster session.
  • Special session on Modern Statistical Methods for Structured Data, American Mathematical Society, Orlando, FL, September 23-24, 2017, oral presentation.
  • Conference on Computer Vision and Pattern Recognition(CVPR), 2015, Poster session.

Reviewing Activities

  • Neural Information Processing Systems (NIPS) 2016
  • Journal Computing and Informatics (CAI) 2016
  • Women in Machine Learning (WiML) 2017