Search Results for author: Mohamed Attia

Found 3 papers, 0 papers with code

Realistic Hair Simulation Using Image Blending

no code implementations19 Apr 2019 Mohamed Attia, Mohammed Hossny, Saeid Nahavandi, Anousha Yazdabadi, Hamed Asadi

In this presented work, we propose a realistic hair simulator using image blending for dermoscopic images.

Benchmarking Data Augmentation

On the Worst-case Communication Overhead for Distributed Data Shuffling

no code implementations30 Sep 2016 Mohamed Attia, Ravi Tandon

At each iteration over the data, it is common practice to randomly re-shuffle the data at the master node, assigning different batches for each worker to process.

Information Theoretic Limits of Data Shuffling for Distributed Learning

no code implementations16 Sep 2016 Mohamed Attia, Ravi Tandon

Data shuffling is one of the fundamental building blocks for distributed learning algorithms, that increases the statistical gain for each step of the learning process.

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