Yifan Sun

Deep-learning-based quantum imaging using NOON states

2022 · Journal of Physics Communications

Abstract The phase sensitivity of photonic NOON states scales O (1/ N ), which reaches the Heisenberg limit and indicates a great potential in high-quality optical phase sensing. However, the NOON states with large photon …

Prototype-Enhanced Few-Shot Relation Extraction Method Based on Cluster Loss Optimization

2025 · Symmetry

The purpose of few-shot relation extraction (RE) is to recognize the relationship between specific entity pairs in text when there are a limited number of labeled samples. A few-shot RE method based on a prototype …