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04/14/2023
Efficient Quality-Diversity Optimization through Diverse Quality Species
A prevalent limitation of optimizing over a single objective is that it ...
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06/12/2022
Learning-Based Data Storage [Vision] (Technical Report)
Deep neural network (DNN) and its variants have been extensively used fo...
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05/24/2022
Edge Semantic Cognitive Intelligence for 6G Networks: Models, Framework, and Applications
Edge intelligence is anticipated to underlay the pathway to connected in...
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12/02/2021
SparRL: Graph Sparsification via Deep Reinforcement Learning
Graph sparsification concerns data reduction where an edge-reduced graph...
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10/13/2021
End-to-end translation of human neural activity to speech with a dual-dual generative adversarial network
In a recent study of auditory evoked potential (AEP) based brain-compute...
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10/13/2021