2026
SpikeVLA: Vision-Language-Action Models with Spiking Neural Networks
ICML 2026poster
Vision-Language-Action (VLA) models have become a central paradigm for embodied intelligence. However, most existing approaches are built on large-scale Transformers, resulting in substantial inference latency and energy consumption that limit their practical deployment in low-power, real-time scena…