9 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 5 cited
Quantization-Guided Training for Compact TinyML Models
Sedigh Ghamari, Koray Ozcan, Thu Dinh +4
We propose a Quantization Guided Training (QGT) method to guide DNN training towards optimized low-bit-precision targets and reach extreme compression levels below 8-bit precision.…
cs.CV2019★ 9 cited
Driver Behavior Analysis Using Lane Departure Detection Under Challenging Conditions
Luis Riera, Koray Ozcan, Jennifer Merickel +3
In this paper, we present a novel model to detect lane regions and extract lane departure events (changes and incursions) from challenging, lower-resolution videos recorded with mo…