Search Results for author: Bahaa Kotb

Found 2 papers, 0 papers with code

Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs

no code implementations6 May 2024 Jordan Dotzel, Yuzong Chen, Bahaa Kotb, Sushma Prasad, Gang Wu, Sheng Li, Mohamed S. Abdelfattah, Zhiru Zhang

Using this format as a high-accuracy reference, we then propose augmenting E2M1 with two variants of supernormal support for higher model accuracy.

Exploring the Limits of Semantic Image Compression at Micro-bits per Pixel

no code implementations21 Feb 2024 Jordan Dotzel, Bahaa Kotb, James Dotzel, Mohamed Abdelfattah, Zhiru Zhang

Traditional methods, such as JPEG, perform image compression by operating on structural information, such as pixel values or frequency content.

Image Compression

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