147 citations · 426 across the 40 of their papers we have counts for
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cs.IT2020
Privacy-Aware Time-Series Data Sharing with Deep Reinforcement Learning
Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gunduz
Internet of things (IoT) devices are becoming increasingly popular thanks to many new services and applications they offer. However, in addition to their many benefits, they raise…
stat.ML2020★ 1 cited
Learning Deep Analysis Dictionaries -- Part II: Convolutional Dictionaries
Jun-Jie Huang, Pier Luigi Dragotti
In this paper, we introduce a Deep Convolutional Analysis Dictionary Model (DeepCAM) by learning convolutional dictionaries instead of unstructured dictionaries as in the case of d…
stat.ML2020★ 18 cited
Learning Deep Analysis Dictionaries for Image Super-Resolution
Jun-Jie Huang, Pier Luigi Dragotti
Inspired by the recent success of deep neural networks and the recent efforts to develop multi-layer dictionary models, we propose a Deep Analysis dictionary Model (DeepAM) which i…