2 citations · 2 across the 5 of their papers we have counts for
5 papers
A Mean Field Ansatz for Zero-Shot Weight Transfer
Xingyuan Chen, Wenwei Kuang, Lei Deng +3
The pre-training cost of large language models (LLMs) is prohibitive. One cutting-edge approach to reduce the cost is zero-shot weight transfer, also known as model growth for some…
Impact of Topography and Climate on Post-fire Vegetation Recovery Across Different Burn Severity and Land Cover Types through Machine Learning
Faria Tuz Zahura, Gautam Bisht, Zhi Li +2
Wildfire significantly disturb ecosystems by altering forest structure, vegetation ecophysiology, and soil properties. Understanding the complex interactions between topographic an…
SAM4UDASS: When SAM Meets Unsupervised Domain Adaptive Semantic Segmentation in Intelligent Vehicles
Weihao Yan, Yeqiang Qian, Xingyuan Chen +3
Semantic segmentation plays a critical role in enabling intelligent vehicles to comprehend their surrounding environments. However, deep learning-based methods usually perform poor…
An iterative method for Helmholtz boundary value problems arising in wave propagation
Francisco Bernal, Xingyuan Chen, Goncalo dos Reis
The complex Helmholtz equation (where ) is a mainstay of computational wave simulation. Despite its apparent simplici…
Dynamic ensemble selection based on Deep Neural Network Uncertainty Estimation for Adversarial Robustness
Ruoxi Qin, Linyuan Wang, Xuehui Du +2
The deep neural network has attained significant efficiency in image recognition. However, it has vulnerable recognition robustness under extensive data uncertainty in practical ap…