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Start Over Committee Member Chitaranjan Das

51. APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES

open_access
Open Access
Author:
Mahmood, Navid
Title:
APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES
Graduate Program:
Computer Science and Engineering
Keywords:
Adversarial learning
deep learning
image synthesis
residual learning
Deep learning
Medical image
Generative network
Image registration
Residual learning
File:
Download Thesis.pdf
Committee Members:
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Committee Member

52. Tackling the computation and memory needs of interactive workloads on next generation platforms

open_access
Open Access
Author:
Rengasamy, Prasanna Venkatesh
Title:
Tackling the computation and memory needs of interactive workloads on next generation platforms
Graduate Program:
Computer Science and Engineering
Keywords:
CPU
Memory
Mobile
SoCs
GPGPU
ML
Feature Importance
Criticality
User Interactive
LOST
Load-to-Store
Accelerators
Energy
File:
Download PrasannaThesis.pdf
Committee Members:
Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Committee Member
Dinghao Wu, Outside Member
Chitaranjan Das, Program Head/Chair

53. Be(-A)ware of Data Movement: Optimizing Throughput Processors For Efficient Computations

open_access
Open Access
Author:
Pattnaik, Ashutosh
Title:
Be(-A)ware of Data Movement: Optimizing Throughput Processors For Efficient Computations
Graduate Program:
Computer Science and Engineering
Keywords:
GPUs
Throughput Processors
Compute Scheduling
Near Data Computing
Processing In Memory
File:
Download AshutoshPattnaik-Dissertation.pdf
Committee Members:
Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Anand Sivasubramaniam, Committee Member
Prasenjit Mitra, Outside Member
Aniruddha Vaidya, Special Member
Asit Mishra, Special Member
Chitaranjan Das, Program Head/Chair
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor

54. AUTOMATED VISUAL STORYTELLING POST-EDITING

open_access
Open Access
Author:
Hsu, Ting Yao
Title:
AUTOMATED VISUAL STORYTELLING POST-EDITING
Graduate Program:
Computer Science and Engineering
Keywords:
vision-to-language
post-editing
computer vision
natural language processing
deep learning
image captioning
File:
Download Master_Thesis___Automated_Visual_Storytelling_Post_editing.pdf
Committee Members:
Clyde Lee Giles, Thesis Advisor/Co-Advisor
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member

55. Context-Aware Design and Optimization of Embedded Deep Neural Network Architectures

open_access
Open Access
Author:
Choi, Jinhang
Title:
Context-Aware Design and Optimization of Embedded Deep Neural Network Architectures
Graduate Program:
Computer Science and Engineering
Keywords:
Deep Neural Networks
Design Automation
Parallel Architectures
Edge Computing
File:
Download JChoi-PhDDissertation-final.pdf
Committee Members:
Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Zihan Zhou, Outside Member
Chitaranjan Das, Program Head/Chair

57. Towards maximizing the efficiency of datacenter power and server infrastructure

open_access
Open Access
Author:
Narayanan, Iyswarya
Title:
Towards maximizing the efficiency of datacenter power and server infrastructure
Graduate Program:
Computer Science and Engineering
Keywords:
datacenter
power management
resource management
capacity planning
energy storage in a datacenter
datacenters
File:
Download FinalThesis.pdf
Committee Members:
Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Bhuvan Urgaonkar, Committee Member
Hosam K. Fathy, Outside Member
Timothy Zhu, Committee Member
Chitaranjan Das, Program Head/Chair

58. Ensuring Service Integrity in Cloud Computing

open_access
Open Access
Author:
Yoon, Eunjung
Title:
Ensuring Service Integrity in Cloud Computing
Graduate Program:
Computer Science and Engineering
Keywords:
Security
Cloud Computing
Big Data
Intrusion Recovery
Computation Integrity
MapReduce
File:
Download EunjungYoon-Dissertation.pdf
Committee Members:
Peng Liu, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Chair/Co-Chair
Gang Tan, Committee Member
Bhuvan Urgaonkar, Committee Member
Jia Li, Outside Member
Peng Liu, Committee Chair/Co-Chair
Chitaranjan Das, Program Head/Chair

60. Ultrasound Medical Image Processing with Improved Segmentation of Substantia Nigra Hyperechogenicity using Deep Neural Networks

open_access
Open Access
Author:
Cunningham, James
Title:
Ultrasound Medical Image Processing with Improved Segmentation of Substantia Nigra Hyperechogenicity using Deep Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
ultrasound
image processing
neural network
deep learning
substantia nigra
File:
Download Cunningham_MS_Thesis.pdf
Committee Members:
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
William Evan Higgins, Committee Member