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Md Umar Faruk

1 paper hereh-index 00 citations2 works total

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author position
  • last author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.CV1

identity via Semantic Scholar / OpenAlex

works on
knapsack optimization 1mixed precision 1model compression 1post-training quantization 1vision transformers 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

MixFrag: Fragility-Guided Mixed-Precision Post-Training Quantization for Vision Transformers

Md. Mehrab Hossain Opi, Robiul Islam Ryad, Md. Umar Faruk

MixFrag is a framework that estimates how sensitive each part of a Vision Transformer is to quantization and then assigns mixed-precision bit-widths using a knapsack optimization t…

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