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Hardik Jindal

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Preprint Aug 2026

Instruction Distillation: Text Instructions as Visual Examples

Instruction Distillation is proposed: an offline procedure in which the MLLM itself generates, for each individual training image, a structured identification instruction encoding general appearance cues, features that differentiate the class from visually similar ones, and a common confusion point.

Hardik Jindal, Soumyabrata Pal, Sayak Ray Chowdhury · 0 citations

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