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Zeynep Akata

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#small language model Preprint Aug 2026

VisLens: Single-Pass Interpretable Visual Search for Multimodal LLMs

VisLens (Visual Focus via Logit Lens), a Visual Search method built on the logit lens, which decodes the semantics held in a hidden state by projecting it through the LLM head, and which matches or exceeds prior baselines while delivering a substantial latency advantage.

Jingfeng He, Sanghwan Kim, Zeynep Akata · 0 citations