3 papers
cs.CL2026
Partially Recentralization Softmax Loss for Vision-Language Models Robustness
Hao Wang, Jinzhe Jiang, Xin Zhang +1
As Large Language Models make a breakthrough in natural language processing tasks (NLP), multimodal technique becomes extremely popular. However, it has been shown that multimodal…
cs.ET2025
Gradients of unitary optical neural networks using parameter-shift rule
Jinzhe Jiang, Yaqian Zhao, Xin Zhang +3
This paper explores the application of the parameter-shift rule (PSR) for computing gradients in unitary optical neural networks (UONNs). While backpropagation has been fundamental…
quant-ph2024
Generalization Study of Quantum Neural Network
JinZhe Jiang, Xin Zhang, Chen Li +2
Generalization is an important feature of neural network, and there have been many studies on it. Recently, with the development of quantum compu-ting, it brings new opportunities.…