VL2Spike: Spike-driven Distillation from VLMs for Low-Power Visual Perception in Embodied AI

Zinan Liu, Eric Zheng, Soumyaratna Debnath +3

Spiking neural networks (SNNs) are brain-inspired, event-driven models that compute with sparse spikes, which enables highly efficient visual perception in resource-constrained emb…