Jinlong Yang

Multi-sensor GIW-PHD filter for multiple extended target tracking

2015

Gaussian inverse Wishart probability hypothesis density (GIW-PHD) filter has proven to be a promising algorithm for multiple extended target tracking with shape estimation. However, as far as I know, this method only can be used …

Multiple extended target tracking based on distributed multi‐sensor fusion and shape estimation

2023 · IET Radar Sonar & Navigation

Abstract Distributed multi‐sensor fusion based on the generalised covariance intersection (GCI) fusion has been widely integrated into the Random Finite Set theory, which is promising for multi‐target tracking with an unknown number of targets. However, …

Quantum embedding method with transformer neural network quantum states for strongly correlated materials

2024 · npj Computational Materials

The neural-network quantum states (NNQS) method is rapidly emerging as a powerful tool in quantum mechanisms. While significant advancements have been achieved in simulating simple molecules using NNQS, the ab initio simulation of complex solid-state …

Context-aware and Style-related Incremental Decoding framework for Discourse-Level Literary Translation

2024 · arXiv (Cornell University)

This report outlines our approach for the WMT24 Discourse-Level Literary Translation Task, focusing on the Chinese-English language pair in the Constrained Track. Translating literary texts poses significant challenges due to the nuanced meanings, idiomatic expressions, …

M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models

2024 · arXiv (Cornell University)

With the widespread application of Large Language Models (LLMs) in the field of Natural Language Processing (NLP), enhancing their performance has become a research hotspot. This paper presents a novel multi-prompt ensemble decoding approach designed …