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University of Rouen Normandy
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Mamba-based OCR can process long paragraphs 1.4 to 4.5 times faster than Transformers, but struggles with handwriting due to data limitations.
Ditch slow HTML decoding: FastTab's TRM and 1D Transformers unlock low-latency table recognition without sacrificing accuracy.
Forget quadratic complexity: Mamba-based OCR rivals Transformer accuracy while halving inference time and scaling memory more efficiently, finally making paragraph-level historical text transcription practical.
