4 papers
Diffusion Fuzzy System: Fuzzy Rule Guided Latent Multi-Path Diffusion Modeling
Hailong Yang, Te Zhang, Kup-sze Choi +1
Diffusion models have emerged as a leading technique for generating images due to their ability to create high-resolution and realistic images. Despite their strong performance, di…
DRIMV_TSK: An Interpretable Surgical Evaluation Model for Incomplete Multi-View Rectal Cancer Data
Wei Zhang, Zi Wang, Hanwen Zhou +8
A reliable evaluation of surgical difficulty can improve the success of the treatment for rectal cancer and the current evaluation method is based on clinical data. However, more d…
Fuzzy Rule-based Differentiable Representation Learning
Wei Zhang, Zhaohong Deng, Guanjin Wang +1
Representation learning has emerged as a crucial focus in machine and deep learning, involving the extraction of meaningful and useful features and patterns from the input data, th…
Generative Fuzzy System for Sequence Generation
Hailong Yang, Zhaohong Deng, Wei Zhang +3
Generative Models (GMs), particularly Large Language Models (LLMs), have garnered significant attention in machine learning and artificial intelligence for their ability to generat…