Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision
Deep neural networks (DNNs) have recently achieved impressive success across a wide
range of real-world vision and language processing tasks, spanning from image …
range of real-world vision and language processing tasks, spanning from image …
DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics
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 …
driving vehicles, unmanned aerial vehicles (UAVs), and security robots. However, real-world …
FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection
Federated learning (FL) is a collaborative learning scheme to train deep learning models,
where collaborating parties can consolidate their models without sharing local data with …
where collaborating parties can consolidate their models without sharing local data with …
On Hardware-Aware Design and Optimization of Edge Intelligence
On Hardware-Aware Design and Optimization of Edge Intelligence Page 1 On Hardware-Aware
Design and Optimization of Edge Intelligence Shuo Huai∗†, Hao Kong∗†, Xiangzhong Luo∗ …
Design and Optimization of Edge Intelligence Shuo Huai∗†, Hao Kong∗†, Xiangzhong Luo∗ …
Adaptive neural networks for edge intelligence
H Kong - 2023 - dr.ntu.edu.sg
Deep neural networks (DNNs) have achieved remarkable results and have become the
mainstay of many applications including autonomous driving and emerging AI-enabled …
mainstay of many applications including autonomous driving and emerging AI-enabled …
[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 …
driving vehicles, unmanned aerial vehicles (UAVs), and security robots. However, real-world …