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06/27/2023
DeepStream: Bandwidth Efficient Multi-Camera Video Streaming for Deep Learning Analytics
Deep learning video analytic systems process live video feeds from multi...
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06/13/2023
360TripleView: 360-Degree Video View Management System Driven by Convergence Value of Viewing Preferences
360-degree video has become increasingly popular in content consumption....
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10/04/2022
Coordinated Science Laboratory 70th Anniversary Symposium: The Future of Computing
In 2021, the Coordinated Science Laboratory CSL, an Interdisciplinary Re...
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07/24/2022
Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly Detection
Anomaly detection aims at identifying deviant samples from the normal da...
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09/22/2021
ProvLet: A Provenance Management Service for Long Tail Microscopy Data
Provenance management must be present to enhance the overall security an...
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05/13/2021
CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale
Video cameras are pervasively deployed in city scale for public good or ...
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05/05/2021
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge
The ubiquity of smartphone cameras and IoT cameras, together with the re...
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07/31/2020
Safety, Security, and Privacy Threats Posed by Accelerating Trends in the Internet of Things
The Internet of Things (IoT) is already transforming industries, cities,...
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06/01/2020
SiEVE: Semantically Encoded Video Analytics on Edge and Cloud
Recent advances in computer vision and neural networks have made it poss...
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05/12/2020
Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple Enclaves
Recent advances in Deep Neural Networks (DNN) and Edge Computing have ma...
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05/05/2020
Nanotechnology-inspired Information Processing Systems of the Future
Nanoscale semiconductor technology has been a key enabler of the computi...
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08/06/2019
Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps
With the transformative technologies and the rapidly changing global R ...
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11/23/2018