Abdelrahman Shaker

About Abdelrahman Shaker

Abdelrahman Shaker, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Ain Shams University, specializes in the field of Computer Vision - Deep Learning - Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Efficient Video Object Segmentation via Modulated Cross-Attention Memory

PALO: A Polyglot Large Multimodal Model for 5B People

Learnable weight initialization for volumetric medical image segmentation

Xraygpt: Chest radiographs summarization using medical vision-language models

Arabic Mini-ClimateGPT: A Climate Change and Sustainability Tailored Arabic LLM

Glamm: Pixel grounding large multimodal model

SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications

UNETR++: delving into efficient and accurate 3D medical image segmentation

Abdelrahman Shaker Information

University

Position

Teaching Assistant

Citations(all)

325

Citations(since 2020)

324

Cited By

22

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Abdelrahman Shaker Skills & Research Interests

Computer Vision - Deep Learning - Signal Processing

Top articles of Abdelrahman Shaker

Title

Journal

Author(s)

Publication Date

Efficient Video Object Segmentation via Modulated Cross-Attention Memory

arXiv preprint arXiv:2403.17937

Abdelrahman Shaker

Syed Talal Wasim

Martin Danelljan

Salman Khan

Ming-Hsuan Yang

...

2024/3/26

PALO: A Polyglot Large Multimodal Model for 5B People

arXiv preprint arXiv:2402.14818

Muhammad Maaz

Hanoona Rasheed

Abdelrahman Shaker

Salman Khan

Hisham Cholakal

...

2024/2/22

Learnable weight initialization for volumetric medical image segmentation

Artificial Intelligence in Medicine

Shahina Kunhimon

Abdelrahman Shaker

Muzammal Naseer

Salman Khan

Fahad Shahbaz Khan

2024/4/3

Xraygpt: Chest radiographs summarization using medical vision-language models

arXiv preprint arXiv:2306.07971

Omkar Thawkar

Abdelrahman Shaker

Sahal Shaji Mullappilly

Hisham Cholakkal

Rao Muhammad Anwer

...

2023/6/13

Arabic Mini-ClimateGPT: A Climate Change and Sustainability Tailored Arabic LLM

arXiv preprint arXiv:2312.09366

Sahal Shaji Mullappilly

Abdelrahman Shaker

Omkar Thawakar

Hisham Cholakkal

Rao Muhammad Anwer

...

2023/12/14

Glamm: Pixel grounding large multimodal model

arXiv preprint arXiv:2311.03356

Hanoona Rasheed

Muhammad Maaz

Sahal Shaji

Abdelrahman Shaker

Salman Khan

...

2023/11/6

SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications

Abdelrahman Shaker

Muhammad Maaz

Hanoona Rasheed

Salman Khan

Ming-Hsuan Yang

...

2023

UNETR++: delving into efficient and accurate 3D medical image segmentation

arXiv preprint arXiv:2212.04497

Abdelrahman Shaker

Muhammad Maaz

Hanoona Rasheed

Salman Khan

Ming-Hsuan Yang

...

2022/12/8

Edgenext: efficiently amalgamated cnn-transformer architecture for mobile vision applications

Muhammad Maaz

Abdelrahman Shaker

Hisham Cholakkal

Salman Khan

Syed Waqas Zamir

...

2022/10/23

INSTA-YOLO: Real-time instance segmentation

Eslam Mohamed

Abdelrahman Shaker

Ahmad El-Sallab

Mayada Hadhoud

2021/2/12

Deep convolutional neural networks for ECG heartbeat classification using two-stage hierarchical method

Abdelrahman M Shaker

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2021

Generalization of convolutional neural networks for ECG classification using generative adversarial networks

IEEE Access

Abdelrahman M Shaker

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2020/2/17

Combination of convolutional and recurrent neural networks for heartbeat classification

Abdelrahman M Shaker

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2020

Heartbeat classification using 1D convolutional neural networks

Abdelrahman M Shaker

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2020

See List of Professors in Abdelrahman Shaker University(Ain Shams University)

Co-Authors

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