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Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models
Multimodal LLMs suffer spurious cross-modality interference that distorts decisions, and a unified finetuning framework with perturbation augmentation and consistency regularization improves robustness and generalization.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026 · ▲ 1 on Hugging Face · Code ★ 8
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