Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision

X Luo, D Liu, H Kong, S Huai, H Chen… - ACM Transactions on …, 2024 - dl.acm.org
Deep neural networks (DNNs) have recently achieved impressive success across a wide
range of real-world vision and language processing tasks, spanning from image …

DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics

Y Kim, C Oh, J Hwang, W Kim, S Oh, Y Lee… - arXiv preprint arXiv …, 2024 - arxiv.org
Deep neural network (DNN) video analytics is crucial for autonomous systems such as self-
driving vehicles, unmanned aerial vehicles (UAVs), and security robots. However, real-world …

[PDF][PDF] DACAPO: Accelerating Continuous Learning in Autonomous Systems for Video Analytics

YKCOJ Hwang, WKS Oh, YLH Sharma… - jongse-park.github.io
Deep neural network (DNN) video analytics is crucial for autonomous systems such as self-
driving vehicles, unmanned aerial vehicles (UAVs), and security robots. However, real-world …