Long Beach California is the site of CVPR, the premier annual computer vision event taking place June 16-20. Hailo is proud to inform you that our Machine Learning team will be giving a workshop at CVPR, based on our paper, Fighting Quantization Bias With Bias, in which we trace the source of the degradation in MobileNets to a shift in the mean activation value. This shift is caused by an inherent bias in the quantization process which builds up across layers, shifting all network statistics away from the learned distribution. We show that this phenomenon happens in other architectures as well. Don’t miss it. Come see us at the conference.
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