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ORCIDWael Abd-Almageed
Wael AbdAlmageed
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- affiliation: USC Information Sciences Institute, Marina del Rey, CA, USA
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Journal Articles
- 2021
[j6]Arindam Jati, Chin-Cheng Hsu, Monisankha Pal, Raghuveer Peri, Wael AbdAlmageed, Shrikanth Narayanan:
Adversarial attack and defense strategies for deep speaker recognition systems. Comput. Speech Lang. 68: 101199 (2021)- [j5]Leonidas Spinoulas
, Hengameh Mirzaalian, Mohamed E. Hussein, Wael AbdAlmageed:
Multi-Modal Fingerprint Presentation Attack Detection: Evaluation on a New Dataset. IEEE Trans. Biom. Behav. Identity Sci. 3(3): 347-364 (2021) - 2019
- [j4]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:
Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 379-393 (2019) - 2011
- [j3]Mohamed F. Abdelkader, Wael Abd-Almageed, Anuj Srivastava, Rama Chellappa:
Silhouette-based gesture and action recognition via modeling trajectories on Riemannian shape manifolds. Comput. Vis. Image Underst. 115(3): 439-455 (2011) - 2006
- [j2]Wael Abd-Almageed, Aly I. El-Osery, Christopher E. Smith:
Estimating time-varying densities using a stochastic learning automaton. Soft Comput. 10(11): 1007-1020 (2006) - 2004
- [j1]Wael Abd-Almageed, Christopher E. Smith:
Active Deformable Models Using Density Estimation. Int. J. Image Graph. 4(3): 343-361 (2004)
Conference and Workshop Papers
- 2024
- [c78]Hae Jin Song, Mahyar Khayatkhoei, Wael AbdAlmageed:
ManiFPT: Defining and Analyzing Fingerprints of Generative Models. CVPR 2024: 10971-10981 - 2023
- [c77]Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed:
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization. ICCV (Workshops) 2023: 403-414 - [c76]Mahyar Khayatkhoei, Wael Abd-Almageed:
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions. ICML 2023: 16326-16343 - [c75]Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed:
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. ICML 2023: 38258-38271 - 2022
- [c74]Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed:
SW-VAE: Weakly Supervised Learn Disentangled Representation via Latent Factor Swapping. ECCV Workshops (2) 2022: 73-87 - [c73]Jiazhi Li, Wael Abd-Almageed:
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification. ECCV Workshops (8) 2022: 363-381 - [c72]Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed:
Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors. ECCV Workshops (8) 2022: 382-395 - [c71]Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan:
MONet: Multi-Scale Overlap Network for Duplication Detection in Biomedical Images. ICIP 2022: 3793-3797 - [c70]Gourav Datta, Souvik Kundu, Zihan Yin, Joe Mathai, Zeyu Liu, Zixu Wang, Mulin Tian, Shunlin Lu, Ravi Teja Lakkireddy, Andrew G. Schmidt, Wael Abd-Almageed, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel:
P2M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking. VLSI-SoC 2022: 1-6 - 2021
- [c69]Jiazhi Li, Wael Abd-Almageed:
Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition. FG 2021: 1-8 - [c68]Hengameh Mirzaalian, Mohamed E. Hussein, Leonidas Spinoulas, Jonathan May, Wael Abd-Almageed:
Explaining Face Presentation Attack Detection Using Natural Language. FG 2021: 1-8 - [c67]Monisankha Pal, Arindam Jati, Raghuveer Peri, Chin-Cheng Hsu, Wael AbdAlmageed, Shrikanth Narayanan:
Adversarial Defense for Deep Speaker Recognition Using Hybrid Adversarial Training. ICASSP 2021: 6164-6168 - [c66]Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed:
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation. ICCV 2021: 9536-9546 - [c65]Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed:
Partner-Assisted Learning for Few-Shot Image Classification. ICCV 2021: 10553-10562 - [c64]Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan:
BioFors: A Large Biomedical Image Forensics Dataset. ICCV 2021: 10943-10953 - [c63]Mohammad Rostami, Leonidas Spinoulas, Mohamed E. Hussein, Joe Mathai, Wael Abd-Almageed:
Detection and Continual Learning of Novel Face Presentation Attacks. ICCV 2021: 14831-14840 - [c62]Huaigu Cao, Wael AbdAlmageed:
Customizable Camera Verification for Media Forensic. ICDAR (3) 2021: 369-379 - [c61]Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed:
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. WACV 2021: 2585-2594 - 2020
- [c60]Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan:
Invariant Representations through Adversarial Forgetting. AAAI 2020: 4272-4279 - [c59]Iacopo Masi, Joe Mathai, Wael AbdAlmageed:
Towards Learning Structure via Consensus for Face Segmentation and Parsing. CVPR 2020: 5507-5517 - [c58]Iacopo Masi, Aditya Killekar, Royston Marian Mascarenhas, Shenoy Pratik Gurudatt, Wael AbdAlmageed:
Two-Branch Recurrent Network for Isolating Deepfakes in Videos. ECCV (7) 2020: 667-684 - [c57]Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan:
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. ICPR 2020: 9804-9811 - [c56]Mohammad Amin Arab, Puria Azadi Moghadam, Mohamed E. Hussein, Wael Abd-Almageed, Mohamed Hefeeda:
Revealing True Identity: Detecting Makeup Attacks in Face-based Biometric Systems. ACM Multimedia 2020: 3568-3576 - 2019
- [c55]Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan:
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. CVPR Workshops 2019: 80-87 - [c54]Yue Wu, Wael AbdAlmageed, Premkumar Natarajan:
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features. CVPR 2019: 9543-9552 - [c53]Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Premkumar Natarajan:
AIRD: Adversarial Learning Framework for Image Repurposing Detection. CVPR 2019: 11330-11339 - [c52]Jiaxin Cheng, Yue Wu, Wael AbdAlmageed, Premkumar Natarajan:
QATM: Quality-Aware Template Matching for Deep Learning. CVPR 2019: 11553-11562 - [c51]Ayush Jaiswal, Shuai Xia, Iacopo Masi, Wael AbdAlmageed:
RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance. ICB 2019: 1-8 - [c50]Joe Mathai, Iacopo Masi, Wael AbdAlmageed:
Does Generative Face Completion Help Face Recognition? ICB 2019: 1-8 - [c49]Hengameh Mirzaalian, Mohamed E. Hussein, Wael Abd-Almageed:
On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks. ICB 2019: 1-8 - 2018
- [c48]Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan:
Bidirectional Conditional Generative Adversarial Networks. ACCV (3) 2018: 216-232 - [c47]Zekun Li, Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Weighted Feature Pooling Network in Template-Based Recognition. ACCV (5) 2018: 436-451 - [c46]Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Image-to-GPS Verification Through a Bottom-Up Pattern Matching Network. ACCV (5) 2018: 546-561 - [c45]Fei Xiong, Wael AbdAlmageed:
Unknown Presentation Attack Detection with Face RGB Images. BTAS 2018: 1-9 - [c44]Yue Wu, Wael Abd-Almageed, Prem Natarajan:
BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization. ECCV (6) 2018: 170-186 - [c43]Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan:
CapsuleGAN: Generative Adversarial Capsule Network. ECCV Workshops (3) 2018: 526-535 - [c42]Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan:
Deep Multimodal Image-Repurposing Detection. ACM Multimedia 2018: 1337-1345 - [c41]Ayush Jaiswal, Rex Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Unsupervised Adversarial Invariance. NeurIPS 2018: 5097-5107 - [c40]Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network. WACV 2018: 1907-1915 - [c39]Mohamed E. Hussein, Leonidas Spinoulas, Fei Xiong, Wael Abd-Almageed:
Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks. WIFS 2018: 1-8 - 2017
- [c38]Yue Wu, Wael Abd-Almageed, Stephen Rawls, Premkumar Natarajan:
EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors. FG 2017: 222-229 - [c37]Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Y. Espy-Wilson:
Adversarial Auto-Encoders for Speech Based Emotion Recognition. INTERSPEECH 2017: 1243-1247 - [c36]Ayush Jaiswal, Ekraam Sabir, Wael Abd-Almageed, Premkumar Natarajan:
Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text. ACM Multimedia 2017: 1465-1471 - [c35]Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection. ACM Multimedia 2017: 1480-1502 - 2016
- [c34]Yue Wu, Premkumar Natarajan, Stephen Rawls, Wael Abd-Almageed:
Learning document image binarization from data. ICIP 2016: 3763-3767 - [c33]Yue Wu, Wael Abd-Almageed, Stephen Rawls, Prem Natarajan:
Computationally efficient template-based face recognition. ICPR 2016: 1424-1429 - [c32]Wael Abd-Almageed, Yue Wu, Stephen Rawls, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gérard G. Medioni:
Face recognition using deep multi-pose representations. WACV 2016: 1-9 - 2015
- [c31]Xianzhi Du, David S. Doermann, Wael Abd-Almageed:
A graphical model approach for matching partial signatures. CVPR 2015: 1465-1472 - [c30]Varun K. Nagaraja, Wael Abd-Almageed:
Feature Selection using Partial Least Squares regression and optimal experiment design. IJCNN 2015: 1-8 - 2014
- [c29]Xianzhi Du, David S. Doermann, Wael Abd-Almageed:
Signature Matching Using Supervised Topic Models. ICPR 2014: 327-332 - 2013
- [c28]Xianzhi Du, Wael Abd-Almageed, David S. Doermann:
Large-Scale Signature Matching Using Multi-stage Hashing. ICDAR 2013: 976-980 - [c27]Taher A. Dameh, Wael Abd-Almageed, Mohamed Hefeeda:
Distributed Kernel Matrix Approximation and Implementation Using Message Passing Interface. ICMLA (1) 2013: 52-57 - 2012
- [c26]Mohamed Hefeeda, Fei Gao, Wael Abd-Almageed:
Distributed approximate spectral clustering for large-scale datasets. HPDC 2012: 223-234 - 2011
- [c25]Jayant Kumar, Rohit Prasad, Huaigu Cao, Wael Abd-Almageed, David S. Doermann, Premkumar Natarajan:
Shape codebook based handwritten and machine printed text zone extraction. DRR 2011: 787406 - [c24]Jayant Kumar, Le Kang, David S. Doermann, Wael Abd-Almageed:
Segmentation of Handwritten Textlines in Presence of Touching Components. ICDAR 2011: 109-113 - 2010
- [c23]Jayant Kumar, Wael Abd-Almageed, Le Kang, David S. Doermann:
Handwritten Arabic text line segmentation using affinity propagation. Document Analysis Systems 2010: 135-142 - 2009
- [c22]Wael Abd-Almageed, Jayant Kumar, David S. Doermann:
Page Rule-Line Removal Using Linear Subspaces in Monochromatic Handwritten Arabic Documents. ICDAR 2009: 768-772 - [c21]Mohamed E. Hussein, Wael Abd-Almageed:
Approximate kernel matrix computation on GPUs forlarge scale learning applications. ICS 2009: 511-512 - [c20]Mohamed E. Hussein, Wael Abd-Almageed:
Efficient band approximation of Gram matrices for large scale kernel methods on GPUs. SC 2009 - 2008
- [c19]Wael Abd-Almageed:
Online, simultaneous shot boundary detection and key frame extraction for sports videos using rank tracing. ICIP 2008: 3200-3203 - [c18]Wael Abd-Almageed, Mudit Agrawal, Wontaek Seo, David S. Doermann:
Document-zone classification using partial least squares and hybrid classifiers. ICPR 2008: 1-4 - [c17]Wael Abd-Almageed, Larry S. Davis:
Human detection using iterative feature selection and logistic principal component analysis. ICRA 2008: 1691-1697 - [c16]Ryan E. Blace, Mohamed Eltoweissy, Wael Abd-Almageed:
Threat-Aware Clustering in Wireless Sensor Networks. WSAN 2008: 1-12 - [c15]Mohammed A. Refaey, Wael Abd-Almageed, Larry S. Davis:
A Logic Framework for Sports Video Summarization Using Text-Based Semantic Annotation. SMAP 2008: 69-75 - 2007
- [c14]Wael Abd-Almageed, Mohamed E. Hussein, Mohamed F. Abdelkader, Larry S. Davis:
Real-Time Human Detection and Tracking from Mobile Vehicles. ITSC 2007: 149-154 - 2006
- [c13]Wael Abd-Almageed, Larry S. Davis:
Robust Appearance Modeling for Pedestrian and Vehicle Tracking. CLEAR 2006: 209-215 - [c12]Wael Abd-Almageed, Larry S. Davis:
Density Estimation Using Mixtures of Mixtures of Gaussians. ECCV (4) 2006: 410-422 - [c11]Mohamed E. Hussein, Wael Abd-Almageed, Yang Ran, Larry S. Davis:
Real-Time Human Detection, Tracking, and Verification in Uncontrolled Camera Motion Environments. ICVS 2006: 41 - [c10]Wael Abd-Almageed, Mohamed E. Hussein, Larry S. Davis:
Tracking Articulating Objects from Ground Vehicles using Mixtures of Mixtures. IROS 2006: 1230-1236 - 2005
- [c9]Yang Ran, Qinfen Zheng, Isaac Weiss, Larry S. Davis, Wael Abd-Almageed, Liang Zhao:
Pedestrian classification from moving platforms using cyclic motion pattern. ICIP (2) 2005: 854-857 - [c8]Aly I. El-Osery, David Baird, Wael Abd-Almageed:
A learning automata based power management for ad-hoc networks. SMC 2005: 3569-3573 - 2004
- [c7]Wael Abd-Almageed, Aly I. El-Osery, Christopher E. Smith:
A fuzzy-statistical contour model for MRI segmentation and target tracking. Visual Information Processing 2004: 25-33 - 2003
- [c6]Wael Abd-Almageed, Christopher E. Smith, Samah Ramadan:
Kernel snakes: non-parametric active contour models. SMC 2003: 240-244 - [c5]Wael Abd-Almageed, Aly I. El-Osery, Christopher E. Smith:
Non-parametric expectation maximization: a learning automata approach. SMC 2003: 2996-3001 - 2002
- [c4]Wael Abd-Almageed, M. Sami Fadali, George Bebis:
A non-intrusive Kalman filter-based tracker for pursuit eye movement. ACC 2002: 1443-1447 - [c3]Wael Abd-Almageed, Christopher E. Smith:
Mixture Models for Dynamic Statistical Pressure Snakes. ICPR (2) 2002: 721-724 - [c2]Samah Ramadan, Wael Abd-Almageed, Christopher E. Smith:
Eye Tracking Using Active Deformable Models. ICVGIP 2002 - [c1]Wael Abd-Almageed, Christopher E. Smith:
Contour migration: solving object ambiguity with shape-space visual guidance. IROS 2002: 330-335
Informal and Other Publications
- 2024
- [i54]Hae Jin Song, Mahyar Khayatkhoei, Wael AbdAlmageed:
ManiFPT: Defining and Analyzing Fingerprints of Generative Models. CoRR abs/2402.10401 (2024) - [i53]Jiageng Zhu, Hanchen Xie, Jiazhi Li, Wael Abd-Almageed:
DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations. CoRR abs/2407.20553 (2024) - [i52]Jiageng Zhu, Hanchen Xie, Jiazhi Li, Mahyar Khayatkhoei, Wael AbdAlmageed:
An Investigation on The Position Encoding in Vision-Based Dynamics Prediction. CoRR abs/2408.15201 (2024) - [i51]Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Wael AbdAlmageed:
Look, Learn and Leverage (L3): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment. CoRR abs/2408.17363 (2024) - 2023
- [i50]Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed:
A Critical View Of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. CoRR abs/2305.07648 (2023) - [i49]Mohamed E. Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed:
Trojan Model Detection Using Activation Optimization. CoRR abs/2306.04877 (2023) - [i48]Mahyar Khayatkhoei, Wael AbdAlmageed:
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions. CoRR abs/2306.09618 (2023) - [i47]Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed:
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization. CoRR abs/2308.05264 (2023) - [i46]Jiageng Zhu, Hanchen Xie, Jianhua Wu, Jiazhi Li, Mahyar Khayatkhoei, Mohamed E. Hussein, Wael AbdAlmageed:
Shadow Datasets, New challenging datasets for Causal Representation Learning. CoRR abs/2308.05707 (2023) - [i45]Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed:
Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks. CoRR abs/2310.04955 (2023) - [i44]Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed:
SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering. CoRR abs/2311.07141 (2023) - [i43]Mulin Tian, Mahyar Khayatkhoei, Joe Mathai, Wael AbdAlmageed:
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies. CoRR abs/2311.17088 (2023) - 2022
- [i42]Jiaxin Cheng, Mohamed Hussein, Jay Billa, Wael AbdAlmageed:
Attack-Agnostic Adversarial Detection. CoRR abs/2206.00489 (2022) - [i41]Jiageng Zhu, Hanchen Xie, Wael AbdAlmageed:
Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength. CoRR abs/2206.01802 (2022) - [i40]Hae Jin Song, Wael AbdAlmageed:
Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints. CoRR abs/2206.02067 (2022) - [i39]Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan:
MONet: Multi-scale Overlap Network for Duplication Detection in Biomedical Images. CoRR abs/2207.09107 (2022) - [i38]Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed:
Weakly Supervised Invariant Representation Learning Via Disentangling Known and Unknown Nuisance Factors. CoRR abs/2209.06827 (2022) - [i37]Jiazhi Li, Wael Abd-Almageed:
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification. CoRR abs/2209.06850 (2022) - [i36]Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed:
SW-VAE: Weakly Supervised Learn Disentangled Representation Via Latent Factor Swapping. CoRR abs/2209.10623 (2022) - 2021
- [i35]Xiao Guo, I-Hung Hsu, Wael AbdAlmageed, Premkumar Natarajan, Nanyun Peng:
MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies. CoRR abs/2101.00124 (2021) - [i34]Mohammad Rostami, Leonidas Spinoulas, Mohamed E. Hussein, Joe Mathai, Wael Abd-Almageed:
Detection and Continual Learning of Novel Face Presentation Attacks. CoRR abs/2108.12081 (2021) - [i33]Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed:
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation. CoRR abs/2108.12517 (2021) - [i32]Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan:
BioFors: A Large Biomedical Image Forensics Dataset. CoRR abs/2108.12961 (2021) - [i31]Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed:
Partner-Assisted Learning for Few-Shot Image Classification. CoRR abs/2109.07607 (2021) - [i30]Mohamed E. Hussein, Wael AbdAlmageed:
Introducing the DOME Activation Functions. CoRR abs/2109.14798 (2021) - [i29]Jiazhi Li, Wael Abd-Almageed:
Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition. CoRR abs/2111.04673 (2021) - [i28]Hengameh Mirzaalian, Mohamed E. Hussein, Leonidas Spinoulas, Jonathan May, Wael Abd-Almageed:
Explaining Face Presentation Attack Detection Using Natural Language. CoRR abs/2111.04862 (2021) - 2020
- [i27]Leonidas Spinoulas, Mohamed E. Hussein, David Geissbühler, Joe Mathai, Oswin G. Almeida, Guillaume Clivaz, Sébastien Marcel, Wael AbdAlmageed:
Multispectral Biometrics System Framework: Application to Presentation Attack Detection. CoRR abs/2006.07489 (2020) - [i26]Leonidas Spinoulas, Hengameh Mirzaalian, Mohamed E. Hussein, Wael AbdAlmageed:
Multi-Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset. CoRR abs/2006.07498 (2020) - [i25]Xiao Guo, Hengameh Mirzaalian, Ekraam Sabir, Ayush Jaiswal, Wael Abd-Almageed:
CORD19STS: COVID-19 Semantic Textual Similarity Dataset. CoRR abs/2007.02461 (2020) - [i24]Iacopo Masi, Aditya Killekar, Royston Marian Mascarenhas, Shenoy Pratik Gurudatt, Wael AbdAlmageed:
Two-branch Recurrent Network for Isolating Deepfakes in Videos. CoRR abs/2008.03412 (2020) - [i23]Arindam Jati, Chin-Cheng Hsu, Monisankha Pal, Raghuveer Peri, Wael AbdAlmageed, Shrikanth Narayanan:
Adversarial Attack and Defense Strategies for Deep Speaker Recognition Systems. CoRR abs/2008.07685 (2020) - [i22]Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan:
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. CoRR abs/2011.11286 (2020) - [i21]Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed:
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. CoRR abs/2012.00150 (2020) - 2019
- [i20]Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Premkumar Natarajan:
AIRD: Adversarial Learning Framework for Image Repurposing Detection. CoRR abs/1903.00788 (2019) - [i19]Ayush Jaiswal, Shuai Xia, Iacopo Masi, Wael AbdAlmageed:
RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance. CoRR abs/1903.03691 (2019) - [i18]Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Premkumar Natarajan:
QATM: Quality-Aware Template Matching For Deep Learning. CoRR abs/1903.07254 (2019) - [i17]Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan:
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. CoRR abs/1905.00582 (2019) - [i16]Ayush Jaiswal, Rex Yue Wu, Wael AbdAlmageed, Premkumar Natarajan:
Unified Adversarial Invariance. CoRR abs/1905.03629 (2019) - [i15]Hengameh Mirzaalian, Mohamed E. Hussein, Wael Abd-Almageed:
On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks. CoRR abs/1906.02595 (2019) - [i14]Joe Mathai, Iacopo Masi, Wael AbdAlmageed:
Does Generative Face Completion Help Face Recognition? CoRR abs/1906.02858 (2019) - [i13]Iacopo Masi, Joe Mathai, Wael AbdAlmageed:
Learning Structure via Consensus for Face Segmentation and Parsing. CoRR abs/1911.00957 (2019) - [i12]Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan:
Invariant Representations through Adversarial Forgetting. CoRR abs/1911.04060 (2019) - [i11]Ayush Jaiswal, Rob Brekelmans, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan:
Discovery and Separation of Features for Invariant Representation Learning. CoRR abs/1912.00646 (2019) - 2018
- [i10]Ayush Jaiswal, Wael AbdAlmageed, Premkumar Natarajan:
CapsuleGAN: Generative Adversarial Capsule Network. CoRR abs/1802.06167 (2018) - [i9]Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Y. Espy-Wilson:
Adversarial Auto-encoders for Speech Based Emotion Recognition. CoRR abs/1806.02146 (2018) - [i8]Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan:
Deep Multimodal Image-Repurposing Detection. CoRR abs/1808.06686 (2018) - [i7]Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Premkumar Natarajan:
Unsupervised Adversarial Invariance. CoRR abs/1809.10083 (2018) - [i6]Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Image-to-GPS Verification Through A Bottom-Up Pattern Matching Network. CoRR abs/1811.07288 (2018) - 2017
- [i5]Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Deep Matching and Validation Network - An End-to-End Solution to Constrained Image Splicing Localization and Detection. CoRR abs/1705.09765 (2017) - [i4]Ayush Jaiswal, Ekraam Sabir, Wael Abd-Almageed, Premkumar Natarajan:
Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text. CoRR abs/1707.01606 (2017) - [i3]Ayush Jaiswal, Wael Abd-Almageed, Yue Wu, Premkumar Natarajan:
Bidirectional Conditional Generative Adversarial Networks. CoRR abs/1711.07461 (2017) - 2016
- [i2]Wael Abd-Almageed, Yue Wu, Stephen Rawls, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gérard G. Medioni:
Face Recognition Using Deep Multi-Pose Representations. CoRR abs/1603.07388 (2016) - 2015
- [i1]Yue Wu, Stephen Rawls, Wael Abd-Almageed, Premkumar Natarajan:
Learning Document Image Binarization from Data. CoRR abs/1505.00529 (2015)
Coauthor Index
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