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, industrial safety control, and smart homes, by providing an accurate and non-disruptive analysis of the target objects. Recently the demand for high performance and compact […]
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 in many application domains such as image classification, object detection and recognition, natural language processing and medical image analysis. It has been well accepted that […]
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 data, recorded from multimodal sensors of heterogeneous natures, in various application domains, ranging from medicine and biology to robotics and traffic control. In this proposal, […]