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

[5/2019] Started summer internship at Philips Research North America .
[11/2018] Our work "Cross-view Action Recognition via Joint Dictionary & Transfer Learning" has been selected for an oral presentation at 2018 New England Computer Vision Workshop .
[5/2018] I have been selected for feature stores of MS in Data Science of UMass Dartmouth.
[11/2017] Our work "Cross-database Mammographic Image Analysis through unsupervised domain adaptation" has been selected for an oral presentation at 2017 New England Computer Vision Workshop .
[11/2017] One "Cross-database Mammographic Image Analysis through unsupervised domain adaptation" paper has been accepted by the Big Data Transfer Learning workshop to be held in conjuction with IEEE International Conference on Big Data (BigData) 2017.

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)