Data-Free Low-Bit Quantization for Remote Sensing Object Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3122875
Abstract: Convolutional neural networks (CNNs) have been extensively used in remote sensing (RS) detection models. Although the memory size of detection models is massive, quantization can offer access to using these models in satellite embedded devices.… read more here.
Keywords: data free; remote sensing; quantization; detection ... See more keywords
CDFKD-MFS: Collaborative Data-Free Knowledge Distillation via Multi-Level Feature Sharing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2022.3192663
Abstract: Recently, the compression and deployment of powerful deep neural networks (DNNs) on resource-limited edge devices to provide intelligent services have become attractive tasks. Although knowledge distillation (KD) is a feasible solution for compression, its requirement… read more here.
Keywords: data free; feature sharing; level feature; multi level ... See more keywords
Clinical findings and normative ocular data for free‐living Anna's (Calypte anna) and Black‐chinned (Archilochus alexandri) Hummingbirds
Sign Up to like & getrecommendations! Published in 2019 at "Veterinary Ophthalmology"
DOI: 10.1111/vop.12560
Abstract: OBJECTIVE To estimate the prevalence of ocular disease and obtain normative ocular data for free-living hummingbirds. ANIMALS STUDIED Two hundred and sixty-three free-living, adult Hummingbirds from coastal and inland central California were studied, including Anna's… read more here.
Keywords: data free; anna; ocular data; normative ocular ... See more keywords