2026
AdaSVD: Singular Value Decomposition with Adaptive Mechanisms for Large Multimodal Models
CVPR 2026
Large Multimodal Models (LMMs) have attained impressive achievements in multimodal processing tasks, yet their massive memory demands pose major obstacles to deployment on resource-limited devices. Singular Value Decomposition (SVD) has emerged as a promising compression technique for LMMs, deliveri