Shuyuan Yang

A Patch Diversity Transformer for Domain Generalized Semantic Segmentation

2023 · IEEE Transactions on Neural Networks and Learning Systems

Domain generalization (DG) is one of the critical issues for deep learning in unknown domains. How to effectively represent domain-invariant context (DIC) is a difficult problem that DG needs to solve. Transformers have shown the …

Quantum steering in two-forked tree-shaped networks

2023 · Physica Scripta

Abstract Network quantum steering (NQS) arises from network models required with classification of trusted and untrusted parties. The network local hidden state (NLHS) models have first been proposed to define the NQS in a linear …