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Start Over Committee Member Chitaranjan Das Committee Member Rui Zhang Committee Member Vijaykrishnan Narayanan

1. Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs

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Author:
Swaminathan, Ashwath Raghav
Title:
Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Natural Language Processing
Knowledge Graphs
Knowledge Graph Embeddings
Transformers
Computational Complexity
Memory Usage Optimization
Reducing FLOPs
Token Pruning
File:
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Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Abhinav Verma, Committee Member

2. Efficient Deep Neural Networks Architectures for Video Analytics Systems

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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 Networks
Object Recognition
Convolutional Neural Networks
Edge Computing
Distributed Camera Intelligence System
File:
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Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Rui Zhang, Major Field Member
John Sampson, Major Field Member