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Kazi Kamruzzaman Rabbi

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Jul 2026

Same Predictions, Different Reasons: The Effect of Quantization on Model Explanations

A systematic evaluation on how static PTQ affects the interpretability / explainability of five widely used CNN architectures shows that architecture selection is as important as the quantization strategy, and shows that classification accuracy is not a reliable indicator of interpretability stability under reduced precision.

Kazi Kamruzzaman Rabbi, Md. Zami Al Zunaed Farabe, Mohammad Sohel Rahman · arXiv.org · 0 citations