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cs.CV2022★ 3 cited
QReg: On Regularization Effects of Quantization
MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alex Hoffman +6
In this paper we study the effects of quantization in DNN training. We hypothesize that weight quantization is a form of regularization and the amount of regularization is correlat…
cs.CV2022★ 20 cited
Mobile-URSONet: an Embeddable Neural Network for Onboard Spacecraft Pose Estimation
Julien Posso, Guy Bois, Yvon Savaria
Spacecraft pose estimation is an essential computer vision application that can improve the autonomy of in-orbit operations. An ESA/Stanford competition brought out solutions that…