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adversarial robustness 1collaborative fine-tuning 1embedding alignment 1model consolidation 1vision-language models 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

Unifying Adversarially Robust Model Experts in Vision-Language Models

Nguyen Duc Thai, Junhao Dong, Sua Qi Rong +2

The paper introduces CARE, a framework that jointly fine‑tunes multiple adversarially robust vision‑language model experts and merges their knowledge into a single model with compl…