Wael AbdAlmageed

Wael AbdAlmageed

University of Southern California

H-index: 32

North America-United States

About Wael AbdAlmageed

Wael AbdAlmageed, With an exceptional h-index of 32 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of Machine Learning, Computer Vision, Biometrics.

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

ManiFPT: Defining and Analyzing Fingerprints of Generative Models

Trojan Model Detection Using Activation Optimization

SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering

Lightweight, mobile 3d face imaging system for clinical environments

Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks

TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization

Shadow Datasets, New challenging datasets for Causal Representation Learning

Emergent asymmetry of precision and recall for measuring fidelity and diversity of generative models in high dimensions

Wael AbdAlmageed Information

University

Position

Viterbi School of Engineering

Citations(all)

4417

Citations(since 2020)

3406

Cited By

2122

hIndex(all)

32

hIndex(since 2020)

25

i10Index(all)

65

i10Index(since 2020)

42

Email

University Profile Page

University of Southern California

Google Scholar

View Google Scholar Profile

Wael AbdAlmageed Skills & Research Interests

Machine Learning

Computer Vision

Biometrics

Top articles of Wael AbdAlmageed

Title

Journal

Author(s)

Publication Date

ManiFPT: Defining and Analyzing Fingerprints of Generative Models

arXiv preprint arXiv:2402.10401

Hae Jin Song

Mahyar Khayatkhoei

Wael AbdAlmageed

2024/2/16

Trojan Model Detection Using Activation Optimization

arXiv preprint arXiv:2306.04877

Mohamed E Hussein

Sudharshan Subramaniam Janakiraman

Wael AbdAlmageed

2023/6/8

SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering

arXiv preprint arXiv:2311.07141

Jiazhi Li

Mahyar Khayatkhoei

Jiageng Zhu

Hanchen Xie

Mohamed E Hussein

...

2023/11/13

Lightweight, mobile 3d face imaging system for clinical environments

2023/1/19

Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks

arXiv preprint arXiv:2310.04955

Jiazhi Li

Mahyar Khayatkhoei

Jiageng Zhu

Hanchen Xie

Mohamed E Hussein

...

2023/10/8

TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization

Soumyaroop Nandi

Prem Natarajan

Wael Abd-Almageed

2023

Shadow Datasets, New challenging datasets for Causal Representation Learning

arXiv preprint arXiv:2308.05707

Jiageng Zhu

Hanchen Xie

Jianhua Wu

Jiazhi Li

Mahyar Khayatkhoei

...

2023/8/10

Emergent asymmetry of precision and recall for measuring fidelity and diversity of generative models in high dimensions

Mahyar Khayatkhoei

Wael AbdAlmageed

2023

A critical view of vision-based long-term dynamics prediction under environment misalignment

Hanchen Xie

Jiageng Zhu

Mahyar Khayatkhoei

Jiazhi Li

Mohamed E Hussein

...

2023/7/3

Unsupervised multimodal deepfake detection using intra-and cross-modal inconsistencies

arXiv preprint arXiv:2311.17088

Mulin Tian

Mahyar Khayatkhoei

Joe Mathai

Wael AbdAlmageed

2023/11/28

Sw-vae: Weakly supervised learn disentangled representation via latent factor swapping

Jiageng Zhu

Hanchen Xie

Wael Abd-Almageed

2022/10/23

Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints

arXiv preprint arXiv:2206.02067

Hae Jin Song

Wael AbdAlmageed

2022/6/4

Cat: Controllable attribute translation for fair facial attribute classification

Jiazhi Li

Wael Abd-Almageed

2022/10/23

Do-operation guided causal representation learning with reduced supervision strength

arXiv preprint arXiv:2206.01802

Jiageng Zhu

Hanchen Xie

Wael AbdAlmageed

2022/6/3

Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors

Jiageng Zhu

Hanchen Xie

Wael Abd-Almageed

2022/10/23

Attack-Agnostic Adversarial Detection

https://arxiv.org/abs/2206.00489

Jiaxin Cheng

Mohamed Hussein

Jay Billa

Wael AbdAlmageed

2022/6

MONet: Multi-Scale Overlap Network for Duplication Detection in Biomedical Images

Ekraam Sabir

Soumyaroop Nandi

Wael AbdAlmageed

Prem Natarajan

2022/10/16

Multispectral biometrics system

2022/12/15

P2M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking

Gourav Datta

Souvik Kundu

Zihan Yin

Joe Mathai

Zeyu Liu

...

2022/10/3

SILA: a system for scientific image analysis

Scientific Reports

Daniel Moreira

João Phillipe Cardenuto

Ruiting Shao

Sriram Baireddy

Davide Cozzolino

...

2022/10/31

See List of Professors in Wael AbdAlmageed University(University of Southern California)

Co-Authors

H-index: 139
Larry Davis

Larry Davis

University of Maryland

H-index: 35
Mohamed Hefeeda

Mohamed Hefeeda

Simon Fraser University

H-index: 29
Jayant Kumar

Jayant Kumar

University of Maryland

H-index: 22
Iacopo Masi

Iacopo Masi

Sapienza Università di Roma

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