Deepak Kumar

PhD. student at University of Massachussets, Dartmouth

I am first-year doctoral student in Computer and Information Sciences at University of Massachusetts, Dartmouth, working under the supervision of Dr. Ming Shao . I did my Masters Thesis Cross-View Action Recognition via Joint Dictionary and Transfer Learning under the supervision of Dr. Ming Shao . The focus of my research lies in Computer Vision, Transfer Learning, Machine Learning, and Deep Learning.

I previously received a B.S in Computer Science from the Shaheed Zulifkar Ali Bhutto Institute of Science and Technology (SZABIST), Karachi, Pakistan in 2013




Annoucements

Experience

Research Intern at Ultrasound Imaging and Interventions

Philips Research North America, Cambridge
May 2019 - Present

Research Assistant

University of Massachusetts, Dartmouth
September 2016 - Present

Data Analyst

Center for Data Science-EduEnrich
December 2013 - December 2015

Internee - Pakistan Internet Exchange

Pakistan Telecommunication Limited
June 2012 - August 2012

Education

University of Massachusetts, Dartmouth

Doctor of Philosophy
Computer and Information Sciences
September 2018 - August-2021

University of Massachusetts, Dartmouth

Masters of Science
Data Science
Janurary 2016 - August 2018

Shaheed Zulifkar Ali Bhutto Institute of Science and Technology, Karachi

Bachelors of Science
Computer Science
August 2009 - June 2013

Skills

Programming Languages
  • Python, R Matlab, HTML/CSS/JS, C(Parallel Programming) , C++
Data Tools
  • Tableau, scikit-Learn, Mataplotlib, Numpy, Pandas, NLTK, D3, RapidMiner
machine Learning Packages
  • Keras, Tensor Flow, Caffe, LibSVM

Publications/Presentations

Confrence Paper

  • D. Kumar, C. Kumar and M. Shao, "Cross-database mammographic image analysis through unsupervised domain adaptation," 2017 IEEE International Conference on Big Data (Big Data), Boston, MA, USA, 2017 Paper | PPT | Code

Thesis

  • MS Thesis: "Cross-View Action Recognition via Joint Dictionary and Transfer Learning" PPT | Abstract

Presentations

  • 2017 NECV: Cross-Database Mammographic Image Analysis through Unsupervised Domain Adaptation PPT | Poster
  • 2018 NECV: Cross-View Action Recognition via Joint Dictionary and Transfer Learning PPT

Services

Conference Reviewer/External Reviewer

  • 2018 - Association for Advancement of Artificial Intelligence (AAAI)
  • 2018 - Journal of Electronic Imaging (JEI)
  • 2018 - International Joint Conferences on Artificial Intelligence (IJCAI)
  • 2019 - Association for Advancement of Artificial Intelligence (AAAI)
  • 2019 - Conference on Information and Knowledge Management (CIKM)
  • 2019 - IEEE International Conference on Data Mining (ICDM)