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PSCLab receives a continuing unrestricted gift from Cisco Research Center (for the 2nd year) to develop an energy-efficient and intelligent framework for Internet-of-Things (IoT) data analytics.
Link: Cisco Research CenterPSCLab receives an unrestricted gift from RadiusAI, Inc. to develop FPGA-based video analytics solution on network edge.
Link: RadiusAI, Inc.PSCLab receives an unrestricted gift from Cisco Research Center to develop an energy-efficient and intelligent framework for Internet-of-Things (IoT) data processing.
Link: Cisco Research CenterProf. Ren wins a 2017 Google Faculty Research Award to develop data-driven, neural network based image/video codec for machine perception.
Link: Award Announcement , List of Recipients, Research at GoogleProf. Ren receives the prestigious NSF Faculty Early Career Development (CAREER) Award to develop data-driven and hardware-friendly compressive sensing and data analytics solutions to fulfill unmet energy efficiency needs of Internet-of-things (IoT) applications.
Link: Full Circle News, ASU Now News, NSF Award AbstractThe paper "STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset", in collaboration with University of Southern California Institute for Creative Technologies, University of Oxford, University of Toronto, Carnegie Mellon University, and University of Southern California will be presented at the The 33rd British Machine Vision Conference (BMVC’22), to be held in London, UK, from November 21st-24th, 2022.
Link: Paper, DatasetZifan's paper "A Data-Driven Approach for Automated Integrated Circuit Segmentation of Scan Electron Microscopy Images", will be presented at The 29th IEEE International Conference on Image Processing (ICIP'22), to be held in Bordeaux, France from October 16th-19th, 2022.
Link: PaperZhikang's paper "An Experimental Study on Transferring Data-driven Image Compressive Sensing to Bioelectric Signal", is presented at The 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'22), held in Singapore from May 22nd-27th, 2022.
Link: PaperErfan's paper "FSCHOL: An OpenCL-based HPC Framework for Accelerating Sparse Cholesky Factorization on FPGAs", will be presented at The 33rd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'21), to be held as a virtual event from October 26th-29th, 2021.
Link: PaperJonathan, Matthew, Mark, and Zhikang's (equally contributed) invited paper "OpenICS: Open Image Compressive Sensing Toolbox and Benchmark", is accepted for publication in an upcoming issue of Software Impacts.
Link: Paper, arXiv Version, GitHub Repo, CodeOcean CapsuleMasudul and Erfan's (equally contributed) paper "A Survey of System Architectures and Techniques for FPGA Virtualization", is accepted for publication in an upcoming issue of the IEEE Transactions on Parallel and Distributed Systems (TPDS).
Link: PaperThe paper "MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time", co-authored with Dr. Xichuan Zhou (Chongqing University), will be presented at the 37th International Conference on Machine Learning (ICML’20), to be held as a virtual event from July 13th-18th, 2020.
Link: PaperWe are delighted to announce that Yixing Li successfully defended her Ph.D. dissertation entitled "Hardware-friendly Deep Learning for Edge Computing" on December 16th, 2020, and will have her Ph.D. degree conferred in May 2021.
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