FastOCR: Dynamic Visual Fixation via KV Cache Pruning for Efficient Document Parsing

Zihan Tang, Leqi Shen, Hui Chen +7

Vision-Language Models (VLMs) have shown strong promise on Optical Character Recognition (OCR), yet the sheer number of visual tokens required to encode dense documents incurs proh…