Marawan Gamal Abdel Hameed

According to our database, Marawan Gamal Abdel Hameed authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Model Merging via Data-Free Covariance Estimation.

Marawan Gamal Abdel Hameed, Derek Tam, Pascal Tikeng Notsawo Jr., Colin Raffel, Guillaume Rabusseau

CoRR, April, 2026

2025

Efficient Probabilistic Tensor Networks.

Marawan Gamal Abdel Hameed, Guillaume Rabusseau

CoRR, October, 2025

2024

ROSA: Random Subspace Adaptation for Efficient Fine-Tuning.

Marawan Gamal Abdel Hameed, Aristides Milios, Siva Reddy, Guillaume Rabusseau

CoRR, 2024

A Tensor Decomposition Perspective on Second-order RNNs.

Maude Lizaire, Michael Rizvi-Martel, Marawan Gamal Abdel Hameed, Guillaume Rabusseau

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

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

Ali Edalati, Marawan Gamal Abdel Hameed, Ali Mosleh

Proceedings of the 20th Conference on Robots and Vision, 2023

2022

SeKron: A Decomposition Method Supporting Many Factorization Structures.

Marawan Gamal Abdel Hameed, Ali Mosleh, Marzieh S. Tahaei, Vahid Partovi Nia

CoRR, 2022

Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition.

Marawan Gamal Abdel Hameed, Marzieh S. Tahaei, Ali Mosleh, Vahid Partovi Nia

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022