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04/13/2023
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services
Autonomous driving services rely heavily on sensors such as cameras, LiD...
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07/13/2022
SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning
Indoor Positioning based on Machine Learning has drawn increasing attent...
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06/16/2022
Fault-Tolerant Collaborative Inference through the Edge-PRUNE Framework
Collaborative inference has received significant research interest in ma...
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05/04/2022
Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets
Wearable and IoT devices requiring positioning and localisation services...
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04/27/2022
Edge-PRUNE: Flexible Distributed Deep Learning Inference
Collaborative deep learning inference between low-resource endpoint devi...
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04/21/2022
Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification
Machine learning models have become an essential tool in current indoor ...
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09/20/2021