1. Towards Designing Deep Learning Architectures for Improving Semantic Segmentation Performance Open Access Author: Nagendra, Savinay Title: Towards Designing Deep Learning Architectures for Improving Semantic Segmentation Performance Graduate Program: Computer Science and Engineering Keywords: computer visiondeep learningsemantic segmentationmachine learningartificial intelligencevision foundation modelssegment anything modelpytorch File: Download Savinay_Nagendra_PhD_Dissertation_Final_Draft.pdf Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Major Field MemberChaopeng Shen, Outside Field MemberC Lee Giles, Outside Unit & Field MemberDaniel Kifer, Chair & Dissertation Advisor