Deepak Kumar

I am third year doctoral candidate 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

• [1/2021] One paper on "Collaborative Knowledge Distillation for Incomplete Multi-view Action Prediction" paper has been accepted by Image and Vision Computing-ELSEVIER.
• [8/2020] Defended PhD dissertation proposal on "Adversarial Multi-view Action Recognition".
• [7/2020] One regular Paper on "Finding Achilles' Heel: Adversarial Attack on Multi-modal Action Recognition" got accepted (acceptance rate = 27.8%) in ACM Multimedia 2020.
• [5/2020] Started summer internship at Philips Research North America .
• [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.