349 citations · 474 across the 22 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CV2020★ 15 cited
CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation
Yang Fu, Linjie Yang, Ding Liu +2
Video instance segmentation is a complex task in which we need to detect, segment, and track each object for any given video. Previous approaches only utilize single-frame features…
cs.CV2020
FracBits: Mixed Precision Quantization via Fractional Bit-Widths
Linjie Yang, Qing Jin
Model quantization helps to reduce model size and latency of deep neural networks. Mixed precision quantization is favorable with customized hardwares supporting arithmetic operati…
cs.CV2020★ 4 cited
Neural Architecture Search for Lightweight Non-Local Networks
Yingwei Li, Xiaojie Jin, Jieru Mei +7
Non-Local (NL) blocks have been widely studied in various vision tasks. However, it has been rarely explored to embed the NL blocks in mobile neural networks, mainly due to the fol…