3 papers
cs.LG2022
Mixture GAN For Modulation Classification Resiliency Against Adversarial Attacks
Eyad Shtaiwi, Ahmed El Ouadrhiri, Majid Moradikia +3
Automatic modulation classification (AMC) using the Deep Neural Network (DNN) approach outperforms the traditional classification techniques, even in the presence of challenging wi…
cs.CV2022
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review
Minghua Wang, Danfeng Hong, Zhu Han +5
Owing to the rapid development of sensor technology, hyperspectral (HS) remote sensing (RS) imaging has provided a significant amount of spatial and spectral information for the ob…
cs.LG2022
An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic
Tao Niu, Yinglei Teng, Zhu Han +1
Recently, the applications of deep neural network (DNN) have been very prominent in many fields such as computer vision (CV) and natural language processing (NLP) due to its superi…