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Author:

Sawant, Neela Kamlakar

Title:

Statistical Modeling of Image Semantics from Imperfectly Labeled Data Sets

Graduate Program:

Information Sciences and Technology

Keywords:

statistical modeling
image annotation
ARTEMIS
instance-weighting
mixture models
transfer learning
domain adaptation

File:

Download NeelaSawant-Dissertation.pdf

Committee Members:

James Z Wang, Dissertation Advisor/Co-Advisor
Jia Li, Dissertation Advisor/Co-Advisor
John Millar Carroll, Committee Member
C Lee Giles, Committee Member
Reka Z Albert, Committee Member