2 papers
cs.MA2026
Multi-Agent Cooperative Learning for Robust Vision-Language Alignment under OOD Concepts
Philip Xu
This paper introduces a novel Multi-Agent Cooperative Learning (MACL) framework to address cross-modal alignment collapse in vision-language models when handling out-of-distributio…
cs.LG2025
Privacy-Preserving Generative Models: A Comprehensive Survey
Debalina Padariya, Isabel Wagner, Aboozar Taherkhani +1
Despite the generative model's groundbreaking success, the need to study its implications for privacy and utility becomes more urgent. Although many studies have demonstrated the p…