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portfolio

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publications

Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition

Published in AAAI, 2022

Recommended citation: M. Gamal Abdel Hameed, M. S. Tahaei, A. Mosleh, and V. Partovi Nia. "Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition." In AAAI, 2022. https://arxiv.org/abs/2109.14710

SeKron: A Decomposition Method Supporting Many Factorization Structures

Published in Under review, 2023

Recommended citation: M. Gamal Abdel Hameed, A. Mosleh, M. S. Tahaei and V. Partovi Nia. "SeKron: A Decomposition Method Supporting Many Factorization Structures." arxiv, 2022. https://arxiv.org/abs/2210.06299

Generalized Kronecker-based Adapters for Parameter-efficient Fine-tuning of Vision Transformers

Published in CRV, 2023

Recommended citation: Ali Edalati, Marawan Gamal Abdel Hameed and Ali Mosleh "Generalized Kronecker-based Adapters for Parameter-efficient Fine-tuning of Vision Transformers." In CRV, 2023. https://arxiv.org/abs/2109.14710

ROSA: Random Orthogonal Subspace Adaptation

Published in ICML 2023, Workshop on Efficient Systems for Foundation Models, 2023

Recommended citation: Hameed, M. G. A. and Rabusseau, G. Rosa: Random orthogonal subspace adaptation. In Proceedings of ICML 2023 workshop on Efficient Systems for Foundation Models, 2023.

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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Marawan Gamal