Sunzil Khandaker

Quantifying and mitigating explanation drift under INT8 quantization in plant disease image classification

Abstract Deep learning image classifiers are routinely compressed to INT8 for edge deployment, yet the effect of quantization on post-hoc saliency explanations has not been quantified at scale. We define explanation drift as the systematic change in a saliency map between a full-...