1. Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs Restricted (Penn State Only) Author: Swaminathan, Ashwath Raghav Title: Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs Graduate Program: Computer Science and Engineering (MS) Keywords: Natural Language ProcessingKnowledge GraphsKnowledge Graph EmbeddingsTransformersComputational ComplexityMemory Usage OptimizationReducing FLOPsToken Pruning File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorRui Zhang, Committee MemberAbhinav Verma, Committee Member
2. Efficient Deep Neural Networks Architectures for Video Analytics Systems Restricted (Penn State Only) Author: Hakimi, Zeinab Title: Efficient Deep Neural Networks Architectures for Video Analytics Systems Graduate Program: Computer Science and Engineering (PHD) Keywords: Deep Neural NetworksObject RecognitionConvolutional Neural NetworksEdge ComputingDistributed Camera Intelligence System File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Chair & Dissertation AdvisorJack Carroll, Outside Unit & Field MemberRui Zhang, Major Field MemberJohn Sampson, Major Field Member
3. Deepfake Video Detection in the compressed domain Restricted (Penn State Only) Author: Kumar, Abhijeet Title: Deepfake Video Detection in the compressed domain Graduate Program: Computer Science and Engineering (MS) Keywords: compressed domaini framesdeepfake videos detectionconvolutional networks File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorRui Zhang, Committee Member