AIBullisharXiv – CS AI · 4h ago6/10
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CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models
Researchers introduce CLASP, a token reduction framework that optimizes Multimodal Large Language Models by intelligently pruning visual tokens through class-adaptive layer fusion and dual-stage pruning. The approach addresses computational inefficiency in MLLMs while maintaining performance across diverse benchmarks and architectures.