Shallow-π: Knowledge Distillation for Flow-based VLAs

Boseong Jeon, Yunho Choi, Taehan Kim

The growing demand for real-time robotic deployment necessitates fast and on-device inference for vision-language-action (VLA) models. Within the VLA literature, efficiency has bee…