EP-VLM uses event-camera motion data to sparsify image patches before a vision-language model processes them, cutting FLOPs by about half with a small accuracy drop.
https://www.anthropic.com/news/claude-3-5- sonnet (2024), https://www.anthropic.com/news/claude-3-5-sonnet
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Event-Priori-Based Vision-Language Model for Efficient Visual Understanding
EP-VLM uses event-camera motion data to sparsify image patches before a vision-language model processes them, cutting FLOPs by about half with a small accuracy drop.