Background: The performance of a classification algorithm eventually reaches a point of diminishing returns, where the additional sample added does not improve the results. Thus, there is a need to ...

In this architecture, the training process adopts a joint optimization mechanism based on classical cross-entropy loss. WiMi treats the measurement probability distribution output by the quantum ...

As a refresher, syntax describes sentence structure—how words are arranged grammatically and what parts of speech they use.

Abstract: This paper defines a positive and unlabeled classification problem for standard GANs, which then leads to a novel technique to stabilize the training of the discriminator in GANs and deal ...

Bone marrow blood cell morphology examination is a critical diagnostic tool for blood diseases such as leukemia. Accurate identification of the types and proportions of bone marrow blood cells plays a ...