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LG AI Research presented a paper at AAAI-25 introducing ImagePiece, a content-aware re-tokenization technique for Vision Transformers that re-tokenizes non-semantic visual tokens into semantic units, inspired by NLP's WordPiece, to improve efficiency and maintain expressiveness.
From the source
Thus, at AAAI-25, we presented the study "ImagePiece: Content-Aware Re-Tokenization for Efficient Image Recognition [6]".
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