Modality-Aware Zero-Shot Pruning and Sparse Attention for Efficient Multimodal Edge Inference

Yueyuan Sui, Payal Mohapatra, Doğaç Eldenk +5

Edge devices increasingly run multimodal sensing pipelines that must remain accurate despite fluctuating power budgets and unpredictable sensor dropout. Existing pruning methods fa…