Author

P. Gopinath

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Preprint Oct 2026

Query-adaptive Recurrent Tokenization

Visual information worth extracting from an image and the token budget it warrants depend on the text query. Yet modern vision and vision-language models largely encode images independently of the query and allocate a fixed visual token budget to every input. We introduce the Query-Adaptive Recurrent Tokenizer (QART),...

Bavesh Balaji, P. Gopinath, Pouya Sadeghi et al. · 0 citations