39 citations · 47 across the 5 of their papers we have counts for
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cs.LG2021★ 39 cited
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques
JunKyu Lee, Lev Mukhanov, Amir Sabbagh Molahosseini +6
Deep learning is pervasive in our daily life, including self-driving cars, virtual assistants, social network services, healthcare services, face recognition, etc. However, deep ne…
cs.DC2021★ 1 cited
TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the Edge
JunKyu Lee, Blesson Varghese, Roger Woods +1
Real-time video analytics on the edge is challenging as the computationally constrained resources typically cannot analyse video streams at full fidelity and frame rate, which resu…