Optical Context Compression Is Just (Bad) Autoencoding

Ivan Yee Lee, Cheng Yang, Taylor Berg-Kirkpatrick

DeepSeek-OCR shows that rendered text can be reconstructed from a small number of vision tokens, sparking excitement about using vision as a compression medium for long textual con…