Man Liu

Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning

2025 · Proceedings of the AAAI Conference on Artificial Intelligence

Zero-shot learning (ZSL) endeavors to transfer knowledge from the seen categories to recognize unseen categories, which mostly relies on the semantic-visual interactions between image and attribute tokens. Recently, the prompt learning has emerged in ZSL …

A hybrid particle swarm clustering algorithm with novel fitness function based on minimum spanning tree and local Centroids

2025 · Journal of King Saud University - Computer and Information Sciences

Most particle swarm clustering studies focus primarily on improving search strategies and update mechanisms, neglecting the critical role of fitness functions in guiding search direction and determining clustering quality. Notably, many algorithms commonly adopt the …