Author

Qiaoyi Su

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Preprint Jul 2026

Progressive Multimodal Alignment for Continual Instruction Tuning

This work introduces Progressive Multimodal Alignment (PMA), a framework that enables the projector to adapt continually while preserving previously learned alignment, and scales across diverse MLLM backbones, demonstrating robust and broadly applicable MCIT performance.

Duzhen Zhang, Yahan Yu, Qiaoyi Su et al. · 0 citations