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David Chapman
Associate Professor, Computer Science, University of Miami
Joined
July 2019
Names
David Chapman
(Preferred)
,
David R. Chapman
Emails
****@umbc.edu
(Confirmed)
,
****@cs.miami.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Associate Professor
Computer Science,
University of Miami
(miami.edu)
2022
–
Present
Assistant Professor
Computer Science,
University of Maryland, Baltimore County
(umbc.edu)
2018
–
2022
Advisors, Relations & Conflicts
Coauthor
Madeline Dawson
Present
PhD Advisee
Parniyan Farvardin
2021
–
2025
Coauthor
Michael Majurski
2022
–
2024
PhD Advisee
SUMEET MENON
2018
–
2024
PhD Advisee
Jayalakshmi Mangalagiri
2018
–
2024
PhD Advisee
Joe Collins
2018
–
2022
Postdoc Advisor
Mark Cane
2012
–
2014
PhD Advisor
Milton Halem
2008
–
2012
Expertise
Representation Learning
2024
–
Present
Probability Density
2024
–
Present
Semi-supervised Learning
2020
–
Present
Contrastive Learning
2020
–
Present
Machine Learning
2018
–
Present
Computer Vision
2014
–
Present
Remote Sensing
2012
–
Present
Publications
RDDMPI: Residual Denoising Diffusion Model for Probabilistic Multivariate Time Series Imputation
Ramiro Valdes Jara
,
David Chapman
,
Adam Meyers
SPIGM @ ICML Poster
Readers:
Everyone
A Progressive Meta-Algorithm for Large and Seamless Super Resolution Images
Jayalakshmi Mangalagiri
,
Aryya Gangopadhyay
,
David Chapman
IEEE Big Data 2024
Readers:
Everyone
A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning
Michael Majurski
,
Sumeet Menon
,
Parniyan Farvardin
,
David Chapman
CVPR Workshops 2024
Readers:
Everyone
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images
Sumeet Menon
,
Jayalakshmi Mangalagiri
,
Joshua Galita
,
Michael Morris
,
Babak Saboury
,
Yaacov Yesha
,
Yelena Yesha
,
Phuong Nguyen
,
Aryya Gangopadhyay
,
David Chapman
J. Digit. Imaging 2023
Readers:
Everyone
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget (Student Abstract)
Sourajit Saha
,
Shaswati Saha
,
Md. Osman Gani
,
Tim Oates
,
David Chapman
AAAI 2023
Readers:
Everyone
Semi-supervised Contrastive Outlier removal for Pseudo Expectation Maximization (SCOPE)
Sumeet Menon
,
David Chapman
CoRR 2022
Readers:
Everyone
Using Moffat Profiles to Register Astronomical Images
Mason Schuckman
,
Roy Prouty
,
David Chapman
,
Don Engel
ECCV Workshops (1) 2022
Readers:
Everyone
Mitigating Domain Shift in AI-Based TB Screening With Unsupervised Domain Adaptation
Nishanjan Ravin
,
Sourajit Saha
,
Alan Schweitzer
,
Ameena Elahi
,
Farouk Dako
,
Daniel J. Mollura
,
David Chapman
2022 (modified: 05 Nov 2022)
IEEE Access 2022
Readers:
Everyone
Hybrid Classification for Handwritten Character Recognition of a Subset of the Tamil Alphabet
Aditya Viswanathan Kaliappan
,
David Chapman
CIST 2021
Readers:
Everyone
CCS-GAN: COVID-19 CT-scan classification with very few positive training images
Sumeet Menon
,
Jayalakshmi Mangalagiri
,
Joshua Galita
,
Michael Morris
,
Babak Saboury
,
Yaacov Yesha
,
Yelena Yesha
,
Phuong Nguyen
,
Aryya Gangopadhyay
,
David Chapman
CoRR 2021
Readers:
Everyone
View all 29 publications
Co-Authors
Adam Meyers
Aditya Viswanathan Kaliappan
Alan Schweitzer
Alden Dima
Ameena Elahi
Antonio Cardone
Arshita Jain
Aryya Gangopadhyay
Babak Saboury
Binit Gajera
Charu Sharma
Daniel J. Mollura
Dmitry Cousin
Don Engel
Dorsa Ziaei
Eliot Siegel
Farouk Dako
Jayalakshmi Mangalagiri
Jeff Avery
Joe Collins
Jones Sam Sugumar
Joshua Galita
Justin Martineau
Kushal Mehta
Mary Brady
View all 49 co-authors