Muhammad Munwar Iqbal

1 articles · 1 co-authors · latest: 2026-07-15
38 citations · h-index 3 · 17 papersData: Semantic Scholar

We have retold 1 papers by this author. most often about: Explainable AI, deep learning in medical imaging, self-supervised learning. 1 co-authors across our retellings.

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Image Processing2026-07-151 minarXiv:2607.13800express
How AI Learns Not to Peek at the Cheat Sheet
The AI diagnostician learns like a med student before an exam. You have an X-ray and patient complaints. But sometimes, a ready-made doctor's report pops up in the training materials — the full answer. Then the neural network memorizes it, and test accuracy jumps to 98%. However, that's cheating: real skill isn't developed.