1. Maritime Navigation and Contact Avoidance through Reinforcement Learning Open Access Author: Davis, Steven Title: Maritime Navigation and Contact Avoidance through Reinforcement Learning Graduate Program: Computer Science and Engineering Keywords: reinforcement learningmachine learningmaritimeunmanned underwater vehicleautonomous underwater vehicleq learningnavigationautonomous File: Download Davis_MS_Thesis_Final.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Phillip Sustersic, Jr., Thesis Advisor/Co-Advisor
2. Collaborative Inference for Distributed Camera System Open Access Author: Hakimi, Zeinab Title: Collaborative Inference for Distributed Camera System Graduate Program: Computer Science and Engineering Keywords: Multi View Convolutional Neural NetworkDistributed SystemContext AwarenessDNNObject Recognition File: Download Thesis_Hakimi.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Committee MemberBhuvan Urgaonkar, Program Head/Chair
3. CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA Open Access Author: Shin, Philip Title: CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA Graduate Program: Computer Science and Engineering Keywords: Context-AwareObject DetectionDeep LearningConvolutional Neural NetworkMVCNN-WavgMulti CameraDistributed System File: Download Shin_Philip_Thesis.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Thesis Advisor/Co-Advisor
4. Adaptive Neural Network Architectures for Power Aware Inference Open Access Author: Anderson, Skyler Title: Adaptive Neural Network Architectures for Power Aware Inference Graduate Program: Computer Science and Engineering Keywords: Neural NetworksPower aware inferenceconvolutional neural networkssemantic segmentation File: Download Thesis_Skyler_Anderson.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
5. Sensor Aware Machine Learning For Edge Devices Open Access Author: Kim, Dong Title: Sensor Aware Machine Learning For Edge Devices Graduate Program: Computer Science and Engineering Keywords: convolutional neural networkmachine learningsynthetic dataset File: Download Chris_Dong_Hyun_Kim_Master_s_Thesis_Final.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorKyusun Choi, Committee MemberJohn Morgan Sampson, Committee Member
6. Smart Home Surveillance System Through Edge Computing Open Access Author: Wong, Joseph Title: Smart Home Surveillance System Through Edge Computing Graduate Program: Computer Science and Engineering Keywords: smart homeedge computingsecuritymachine learningdeep learningmotion detectionfacial recognitionfog computing File: Download thesis_grad.pdf Committee Members: Sencun Zhu, Thesis Advisor/Co-AdvisorVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorBhuvan Urgaonkar, Program Head/Chair