3 papers
cs.SE2025
Reducing Hallucinations in LLM-Generated Code via Semantic Triangulation
Yihan Dai, Sijie Liang, Haotian Xu +2
Large language models (LLMs) can generate executable code from natural language descriptions, but the resulting programs frequently contain bugs due to hallucinations. In the absen…
math.FA2024
Analysis of a wavelet frame based two-scale model for enhanced edges
Bin Dong, Ting Lin, Zuowei Shen +1
Image restoration is a class of important tasks that emerges from a wide range of scientific disciplines. It has been noticed that most practical images can be modeled as a composi…
math.FA2016
Image Restoration: A General Wavelet Frame Based Model and Its Asymptotic Analysis
Bin Dong, Zuowei Shen, Peichu Xie
Image restoration is one of the most important areas in imaging science. Mathematical tools have been widely used in image restoration, where wavelet frame based approach is one of…