Abstract: Vision-Language models (VLMs) like Contrastive Language-Image Pre-Training (CLIP) have been extensively adapted for few-shot classification. Most few-shot methods rely on randomly selected ...
Awurum, N.P. (2025) Next-Generation Cyber Defense: AI-Powered Predictive Analytics for National Security and Threat Resilience. Open Access Library Journal, 12, 1-17. doi: 10.4236/oalib.1114210 .