14 citations · 23 across the 4 of their papers we have counts for
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cs.LG2021★ 2 cited
Corner case data description and detection
Tinghui Ouyang, Vicent Sant Marco, Yoshinao Isobe +3
As the major factors affecting the safety of deep learning models, corner cases and related detection are crucial in AI quality assurance for constructing safety- and security-crit…
cs.LG2019★ 2 cited
Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection
Vicent Sanz Marco, Ben Taylor, Zheng Wang +1
Deep neural networks ( DNNs ) are becoming a key enabling technology for many application domains. However, on-device inference on battery-powered, resource-constrained embedding s…