PhD Dissertation Defense: Real-World Applicable Deep Learning Techniques: From Efficient Modeling to Automated Model Optimization Ning Liu Location: Zoom Link Abstract: Recently, deep neural networks (DNNs) have been widely studied […]
PhD Proposal Review: Design, Modeling and Operation of Plasmonic Devices for Smart Communication Systems in the Terahertz Band Arjun Singh Location: Teams Link Abstract: The terahertz (THz) band is an […]
MS Thesis Defense: Allocating One Common Accelerator-Rich Platform for Many Streaming Applications Jinghan Zhang Location: Zoom Link Abstract: Many demanding streaming applications share functional and structural similarities with other applications […]
PhD Proposal Review: The perils of shared computing: A hardware security perspective Majid Sabbagh Location: Teams Link Abstract: The enormous computation power of modern processors and accelerators has rendered them […]
PhD Proposal Review: Automation Design and DNN Acceleration Algorithms: From Software Implementation to Hardware Physical Design Hongjia Li Location: Zoom Link Abstract: Deep learning has been growing at a fast […]
PhD Proposal Review: Towards Robust Image Classification with Deep learning and Real-Time DNN Inference on Mobile Pu Zhao Location: Zoom Link Abstract: As the rapidly increasing popularity of deep learning, […]
PhD Proposal Review: Unsupervised Learning of Low-Dimensional Dynamical Representations from Spatiotemporal Data Amirreza Farnoosh Location: Zoom Link Abstract: Ever-improving sensing technologies offer a fast and accurate collection of large-scale spatiotemporal […]
PhD Proposal Review: Towards Empirical Implementation and Theoretical Analysis in Adversarial Machine Learning Kaidi Xu Location: Zoom Link Abstract: Deep learning or deep neural networks (DNNs) have achieved extraordinary performance […]
PhD Proposal Review: Metamaterial Absorbers for Infrared Sensing Microsystems Sungho Kang Location: Zoom Abstract: Infrared (IR) spectroscopic sensing has become a key technique in multidisciplinary environments such as military applications, […]
PhD Proposal Review: Robust Processing against Interferences in GNSS Navigation Haoqing Li Location: Zoom Link Abstract: Satellite-based navigation is prevalent as positioning applications among our lives, how-ever, this high reliance […]