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06/26/2022
Don't Look Up: Ubiquitous Data Exfiltration Pathways in Commercial Spaces
We show that as a side effect of building code requirements, almost all ...
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10/26/2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs
Performance of object detection models has been growing rapidly on two m...
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05/18/2020
HaoCL: Harnessing Large-scale Heterogeneous Processors Made Easy
The pervasive adoption of Deep Learning (DL) and Graph Processing (GP) m...
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02/27/2020
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT
Transformer-based models pre-trained on large-scale corpora achieve stat...
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10/13/2019
Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems
Data-driven models are becoming essential parts in modern mechanical sys...
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11/03/2017
Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing
Elasticity is highly desirable for stream processing systems to guarante...
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09/09/2009