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10/13/2021
Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers
Motivated by extreme multi-label classification applications, we conside...
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04/01/2021
Embedded Self-Distillation in Compact Multi-Branch Ensemble Network for Remote Sensing Scene Classification
Remote sensing (RS) image scene classification task faces many challenge...
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12/29/2020
MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification
Remote sensing (RS) scene classification is a challenging task to predic...
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04/19/2020
Heterogeneous CPU+GPU Stochastic Gradient Descent Algorithms
The widely-adopted practice is to train deep learning models with specia...
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02/24/2018