Wael AbdAlmageed

67 papers A* 9A 2B 2Misc 2Journal 42Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Neuro-Symbolic Framework Combining Inductive and Deductive Reasoning for Autonomous Driving Planning. CoRR Hongyan Wei, Wael AbdAlmageed
2026	J	`jnl`	AS2 - Attention-Based Soft Answer Sets: An End-to-End Differentiable Neuro-Soft-Symbolic Reasoning Architecture. CoRR Wael AbdAlmageed
2026	J	`jnl`	Causal Representation Learning on High-Dimensional Data: Benchmarks, Reproducibility, and Evaluation Metrics. CoRR Alireza Sadeghi, Wael AbdAlmageed
2025	J	`jnl`	A Critical Review of Predominant Bias in Neural Networks. CoRR Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2025	Misc	`conf`	Attention-Driven Causal Discovery: From Transformer Matrices to Granger Causal Graphs for Non-Stationary Time-series Data. ICASSP Jiageng Zhu, Kehao Li, Zheda Mai, Hanchen Xie, Wael AbdAlmageed, Zubin Abraham
2025	J	`jnl`	Fairness and Disentanglement: A Critical Review of Predominant Bias in Neural Networks. Trans. Mach. Learn. Res. Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2024	—	`conf`	An Investigation on The Position Encoding in Vision-Based Dynamics Prediction. ECCV Workshops (21) Jiageng Zhu, Hanchen Xie, Jiazhi Li, Mahyar Khayatkhoei, Wael AbdAlmageed
2024	J	`jnl`	An Investigation on The Position Encoding in Vision-Based Dynamics Prediction. CoRR Jiageng Zhu, Hanchen Xie, Jiazhi Li, Mahyar Khayatkhoei, Wael AbdAlmageed
2024	J	`jnl`	Look, Learn and Leverage (L CoRR Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Wael AbdAlmageed
2024	A*	`conf`	ManiFPT: Defining and Analyzing Fingerprints of Generative Models. CVPR Hae Jin Song, Mahyar Khayatkhoei, Wael AbdAlmageed
2024	J	`jnl`	ManiFPT: Defining and Analyzing Fingerprints of Generative Models. CoRR Hae Jin Song, Mahyar Khayatkhoei, Wael AbdAlmageed
2024	A	`conf`	Multi-Scope Representation Learning for Causal Relation Discovery with new Challenging Datasets. BMVC Jiageng Zhu, Hanchen Xie, Jianhua Wu, Mohamed E. Hussein, Mahyar Khayatkhoei, Jiazhi Li, Wael AbdAlmageed
2024	—	`conf`	TRIGS: Trojan Identification from Gradient-Based Signatures. ICPR (3) Mohamed E. Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed
2023	J	`jnl`	A Critical View Of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. CoRR Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed
2023	A*	`conf`	A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. ICML Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions. CoRR Mahyar Khayatkhoei, Wael AbdAlmageed
2023	J	`jnl`	Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks. CoRR Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering. CoRR Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	Shadow Datasets, New challenging datasets for Causal Representation Learning. CoRR Jiageng Zhu, Hanchen Xie, Jianhua Wu, Jiazhi Li, Mahyar Khayatkhoei, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	Trojan Model Detection Using Activation Optimization. CoRR Mohamed E. Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed
2023	J	`jnl`	Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies. CoRR Mulin Tian, Mahyar Khayatkhoei, Joe Mathai, Wael AbdAlmageed
2022	J	`jnl`	Attack-Agnostic Adversarial Detection. CoRR Jiaxin Cheng, Mohamed Hussein, Jay Billa, Wael AbdAlmageed
2022	J	`jnl`	Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength. CoRR Jiageng Zhu, Hanchen Xie, Wael AbdAlmageed
2022	J	`jnl`	Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints. CoRR Hae Jin Song, Wael AbdAlmageed
2022	B	`conf`	MONet: Multi-Scale Overlap Network for Duplication Detection in Biomedical Images. ICIP Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
2022	J	`jnl`	MONet: Multi-scale Overlap Network for Duplication Detection in Biomedical Images. CoRR Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
2021	Misc	`conf`	Adversarial Defense for Deep Speaker Recognition Using Hybrid Adversarial Training. ICASSP Monisankha Pal, Arindam Jati, Raghuveer Peri, Chin-Cheng Hsu, Wael AbdAlmageed, Shrikanth Narayanan
2021	J	`jnl`	Adversarial attack and defense strategies for deep speaker recognition systems. Comput. Speech Lang. Arindam Jati, Chin-Cheng Hsu, Monisankha Pal, Raghuveer Peri, Wael AbdAlmageed, Shrikanth Narayanan
2021	A*	`conf`	BioFors: A Large Biomedical Image Forensics Dataset. ICCV Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
2021	J	`jnl`	BioFors: A Large Biomedical Image Forensics Dataset. CoRR Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
2021	—	`conf`	Customizable Camera Verification for Media Forensic. ICDAR (3) Huaigu Cao, Wael AbdAlmageed
2021	J	`jnl`	Introducing the DOME Activation Functions. CoRR Mohamed E. Hussein, Wael AbdAlmageed
2021	J	`jnl`	MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies. CoRR Xiao Guo, I-Hung Hsu, Wael AbdAlmageed, Premkumar Natarajan, Nanyun Peng
2021	J	`jnl`	Multi-Modal Fingerprint Presentation Attack Detection: Evaluation on a New Dataset. IEEE Trans. Biom. Behav. Identity Sci. Leonidas Spinoulas, Hengameh Mirzaalian, Mohamed E. Hussein, Wael AbdAlmageed
2020	J	`jnl`	Adversarial Attack and Defense Strategies for Deep Speaker Recognition Systems. CoRR Arindam Jati, Chin-Cheng Hsu, Monisankha Pal, Raghuveer Peri, Wael AbdAlmageed, Shrikanth Narayanan
2020	A*	`conf`	Invariant Representations through Adversarial Forgetting. AAAI Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan
2020	B	`conf`	MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. ICPR Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan
2020	J	`jnl`	MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. CoRR Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan
2020	J	`jnl`	Multi-Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset. CoRR Leonidas Spinoulas, Hengameh Mirzaalian, Mohamed E. Hussein, Wael AbdAlmageed
2020	J	`jnl`	Multispectral Biometrics System Framework: Application to Presentation Attack Detection. CoRR Leonidas Spinoulas, Mohamed E. Hussein, David Geissbühler, Joe Mathai, Oswin G. Almeida, Guillaume Clivaz, Sébastien Marcel, Wael AbdAlmageed
2020	A*	`conf`	Towards Learning Structure via Consensus for Face Segmentation and Parsing. CVPR Iacopo Masi, Joe Mathai, Wael AbdAlmageed
2020	—	`conf`	Two-Branch Recurrent Network for Isolating Deepfakes in Videos. ECCV (7) Iacopo Masi, Aditya Killekar, Royston Marian Mascarenhas, Shenoy Pratik Gurudatt, Wael AbdAlmageed
2020	J	`jnl`	Two-branch Recurrent Network for Isolating Deepfakes in Videos. CoRR Iacopo Masi, Aditya Killekar, Royston Marian Mascarenhas, Shenoy Pratik Gurudatt, Wael AbdAlmageed
2019	A*	`conf`	AIRD: Adversarial Learning Framework for Image Repurposing Detection. CVPR Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Premkumar Natarajan
2019	J	`jnl`	AIRD: Adversarial Learning Framework for Image Repurposing Detection. CoRR Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Premkumar Natarajan
2019	J	`jnl`	Discovery and Separation of Features for Invariant Representation Learning. CoRR Ayush Jaiswal, Rob Brekelmans, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan
2019	—	`conf`	Does Generative Face Completion Help Face Recognition? ICB Joe Mathai, Iacopo Masi, Wael AbdAlmageed
2019	J	`jnl`	Does Generative Face Completion Help Face Recognition? CoRR Joe Mathai, Iacopo Masi, Wael AbdAlmageed
2019	J	`jnl`	Invariant Representations through Adversarial Forgetting. CoRR Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan
2019	J	`jnl`	Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. Iacopo Masi, Feng-Ju Chang, Jongmoo Choi, Shai Harel, Jungyeon Kim, KangGeon Kim, Jatuporn Toy Leksut, Stephen Rawls, Yue Wu, Tal Hassner, Wael AbdAlmageed, Gérard G. Medioni, Louis-Philippe Morency, Prem Natarajan, Ram Nevatia
2019	J	`jnl`	Learning Structure via Consensus for Face Segmentation and Parsing. CoRR Iacopo Masi, Joe Mathai, Wael AbdAlmageed
2019	A*	`conf`	ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features. CVPR Yue Wu, Wael AbdAlmageed, Premkumar Natarajan
2019	A*	`conf`	QATM: Quality-Aware Template Matching for Deep Learning. CVPR Jiaxin Cheng, Yue Wu, Wael AbdAlmageed, Premkumar Natarajan
2019	—	`conf`	Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. CVPR Workshops Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan
2019	J	`jnl`	Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. CoRR Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan
2019	—	`conf`	RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance. ICB Ayush Jaiswal, Shuai Xia, Iacopo Masi, Wael AbdAlmageed
2019	J	`jnl`	RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance. CoRR Ayush Jaiswal, Shuai Xia, Iacopo Masi, Wael AbdAlmageed
2019	J	`jnl`	Unified Adversarial Invariance. CoRR Ayush Jaiswal, Rex Yue Wu, Wael AbdAlmageed, Premkumar Natarajan
2018	J	`jnl`	Adversarial Auto-encoders for Speech Based Emotion Recognition. CoRR Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Y. Espy-Wilson
2018	—	`conf`	Bidirectional Conditional Generative Adversarial Networks. ACCV (3) Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan
2018	—	`conf`	CapsuleGAN: Generative Adversarial Capsule Network. ECCV Workshops (3) Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan
2018	J	`jnl`	CapsuleGAN: Generative Adversarial Capsule Network. CoRR Ayush Jaiswal, Wael AbdAlmageed, Premkumar Natarajan
2018	A*	`conf`	Deep Multimodal Image-Repurposing Detection. ACM Multimedia Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan
2018	J	`jnl`	Deep Multimodal Image-Repurposing Detection. CoRR Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan
2018	—	`conf`	Unknown Presentation Attack Detection with Face RGB Images. BTAS Fei Xiong, Wael AbdAlmageed
2018	J	`jnl`	Unsupervised Adversarial Invariance. CoRR Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Premkumar Natarajan
2017	A	`conf`	Adversarial Auto-Encoders for Speech Based Emotion Recognition. INTERSPEECH Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Y. Espy-Wilson