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Mayank Singh

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Preprint Aug 2026

Where To Look? : Causal Tracing of Vision Encoders in VLM

This work observes that highly causal vision tokens often lie outside the target region, and extends the analysis to larger vision-language models, suggesting that strong multimodal performance does not necessarily imply spatially localized causal representations.

Narendra Kumar, Tirth Bhatt, Mayank Singh · 0 citations