Exploiting answer-invariant redundancies in satellite imagery for efficient VLM inference on edge

Ishani Janveja, Davis Zhang, Seoyul Oh +1

Onboard vision-language models could enable satellites to answer queries directly, but exhaustive tiled inference over high-resolution imagery is slow and energy-intensive. We iden…