TinyEmergencyNet: a hardware-friendly ultra-lightweight deep learning model for aerial scene image classification

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

Vivienne Sze, Yu‐Hsin Chen, Tien-Ju Yang et al. · Proceedings of the IEEE · 2017 · 4K citations

Computing, Computer Science, Artificial Intelligence +13

HAQ: Hardware-Aware Automated Quantization With Mixed Precision

Kuan Wang, Zhijian Liu, Yujun Lin et al. · 2019 · 940 citations

Computing, Computer Engineering, Computer Science +14

DepGraph: Towards Any Structural Pruning

Gongfan Fang, Xinyin Ma, Mingli Song et al. · 2023 · 428 citations

Computing, Computer Engineering, Computer Science +14

EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion

Christos Kyrkou, Theocharis Theocharides · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 210 citations · Full text

Computing, Computer Science, Computer Vision +15

Exploring the Granularity of Sparsity in Convolutional Neural Networks

Huizi Mao, Song Han, Jeff Pool et al. · 2017 · 198 citations

Computing, Computer Engineering, Computer Science +17