124 citations · 358 across the 27 of their papers we have counts for
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cs.AI2021★ 1 cited
aiSTROM -- A roadmap for developing a successful AI strategy
Dorien Herremans
A total of 34% of AI research and development projects fails or are abandoned, according to a recent survey by Rackspace Technology of 1,870 companies. We propose a new strategic f…
eess.AS2021
Underwater Acoustic Communication Receiver Using Deep Belief Network
Abigail Lee-Leon, Chau Yuen, Dorien Herremans
Underwater environments create a challenging channel for communications. In this paper, we design a novel receiver system by exploring the machine learning technique--Deep Belief N…
cs.SD2021★ 2 cited
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
Zixun Guo, Makris Dimos, Herremans Dorien
The rise of deep learning technologies has quickly advanced many fields, including that of generative music systems. There exist a number of systems that allow for the generation o…