Nature

A contrast enhanced representation normalization approach to knowledge distillation

Within the research scope of knowledge distillation, contrastive representation distillation has achieved remarkable research results by introducing the Contrastive Representation Distillation Loss.

WiMi Develops Quantum Convolutional Neural Network Model for Classical Data Classification

WiMi Hologram Cloud Inc. (NASDAQ: WIMI) (WIMI or the Company), a leading global Hologram Augmented Reality (AR) Technology ...
Nature

Optimizing binary neural network quantization for fixed pattern noise robustness

This work presents a comprehensive analysis of how extreme data quantization and fixed pattern noise (FPN) from CMOS imagers affect the performance of deep neural networks for image recognition tasks.
Semiconductor Engineering

Normalization Keeps AI Numbers In Check

AI training and inference are all about running data through models — typically to make some kind of decision. But the paths that the calculations take aren’t always straightforward, and as a model ...
TMCnet

WiMi Implements a Quantum Kernel Convolution (QKC) Scheme Capable of Running on Current ...

WiMi Hologram Cloud Inc. (NASDAQ: WiMi) ("WiMi" or the "Company"), a leading global Hologram Augmented Reality ("AR") Technology provider, announces the release of a core technology for hybrid Quantum ...