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International Journal of Computer Vision
Structural Pruning of Large Vision Language Models: A Comprehensive Study on Pruning Dynamics, Recovery, and Data Efficiency
A comprehensive study of compressing LVLMs by structurally pruning the language backbone and recovering with lightweight finetuning and distillation, characterizing pruning dynamics and data efficiency.