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 pace in recent years and has been expanded into many application fields, with a wide range from image recognition, object detection to medical applications. Meanwhile, […]
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, deep neural networks (DNN) have become the fundamental and essential building blocks in various applications such as image classification and object detection. However, there are […]
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, […]
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: 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: 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 brings potential threats when different interferences and jamming signals are considered. Jamming devices, although illegal in many countries, can be easily to get. Those devices […]
Location: Zoom Link Seminar Title: Sensing the Physical World using Pervasive Wireless Infrastructure Abstract: The promise of IoT and emerging applications such as smart cities, autonomous vehicles, and mixed reality that are tightly coupled with the physical environment pushes the demand for high-fidelity sensing. Meanwhile, we are also seeing advances in wireless technologies such as […]
PhD Proposal Review: Software-Defined Wireless Networking for 5G and Beyond: From Indoor Cells to Distributed Aerial Swarms Lorenzo Bertizzolo Location: MS Teams Link Abstract: While Software-defined Networking is a consolidated and widely adopted concept in fixed infrastructure, its adoption to the wireless domain has been limited by some fundamental challenges. Different from wired deployments, wireless […]
Seminar Title: Robot Learning from Demonstrations for Human-Robot Synergy Location: Zoom Link Abstract: Imagine a world where robots support and assist us in our everyday professional and personal life. To achieve a successful Human-Robot Synergy, robots will need to learn new tasks from humans seamlessly, to act on the new knowledge, and easily adapt to […]
The Dialogue of Civilizations (DOC) Fair is an opportunity for students to learn more about Northeastern's signature faculty-led summer programs! Faculty member will be available via Zoom for questions and conversation. Representatives from Student Financial Services, the Honors Office, and GEO will also be available for any questions you may have. These are the opportunities […]