5 citations · 5 across the 2 of their papers we have counts for
3 papers
cs.CV2020
Partial Weight Adaptation for Robust DNN Inference
Xiufeng Xie, Kyu-Han Kim
Mainstream video analytics uses a pre-trained DNN model with an assumption that inference input and training data follow the same probability distribution. However, this assumption…
cs.CV2020★ 5 cited
Grab: Fast and Accurate Sensor Processing for Cashier-Free Shopping
Xiaochen Liu, Yurong Jiang, Kyu-Han Kim +1
Cashier-free shopping systems like Amazon Go improve shopping experience, but can require significant store redesign. In this paper, we propose Grab, a practical system that levera…
cs.MM2019
Handcrafted vs Deep Learning Classification for Scalable Video QoE Modeling
Dasari Mallesham, Christina Vlachou, Shruti Sanadhya +4
Mobile video traffic is dominant in cellular and enterprise wireless networks. With the advent of diverse applications, network administrators face the challenge to provide high Qo…