PhD Proposal Review: Towards Efficient Deep Neural Network Execution with Model Compression and Platform-specific Optimization Xiaolong Ma Location: Zoom Abstract: Deep learning or deep neural networks (DNNs) have become the […]
PhD Dissertation Defense: Can We Trust AI? Towards Practical Implementation and Theoretical Analysis in Trustworthy Machine Learning Kaidi Xu Location: Zoom Link Abstract: Deep learning has achieved extraordinary performance in […]
PhD Dissertation Defense: Active Resource Partitioning and Planning for Storage Systems using Time Series Forecasting and Machine Learning Techniques Maher Kachmar Location: Zoom Abstract: In today's enterprise storage systems, supported […]
PhD Dissertation Defense: An Analysis of Algorithms with Discrete Choice Models Berkan Kadioglu Location: Zoom Link Abstract: In the first half of our work, we consider a rank regression setting, […]
College of Engineering PhD students are invited to join us for a writing retreat July 20 – 22. The aim of this retreat is to create sustained writing time for […]
PhD Dissertation Defense: Low-Power Integrated Circuit Design for Wireless Devices in the Internet of Things Mahmoud Ibrahim Location: Zoom Abstract: Numerous integrated sensing devices are under development for wireless medical […]
PhD Proposal Review: Circular-Symmetric Correlation Layer based on FFT Bahare Azari Location: Zoom Link Abstract: Planar convolutional neural networks, widely known as CNNs, have been exceptionally successful in many computer […]
Do you have a fully drafted journal article ready to share with other researchers that you want to share before the traditional peer review process is done? Preprinting is one […]
PhD Proposal Review: High Sensing-capacity Multi-dimensional-coded Millimeter-wave MIMO Imaging System Weite Zhang Location: Microsoft Teams Link Abstract: Millimeter-wave (mm-wave) MIMO imaging systems have been explored to use more and more […]
PhD Dissertation Defense: Deep Convolutional Neural Network for Image Restoration and Synthesis Yulun Zhang Location: Zoom Link Abstract: Image restoration and synthesis with deep learning play a fundamental role in […]