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Wael AbdAlmageed

Introducing the DOME Activation Functions


Sep 30, 2021
Mohamed E. Hussein, Wael AbdAlmageed

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* 17 pages, 7 figures 
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BioFors: A Large Biomedical Image Forensics Dataset


Aug 30, 2021
Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan

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* To appear at ICCV 2021 
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MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies


Jan 01, 2021
Xiao Guo, I-Hung Hsu, Wael AbdAlmageed, Premkumar Natarajan, Nanyun Peng

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* 14 pages, page 13-14 appendix, 6 figures. The first two authors contribute equally. The names are ordered by alphabet 
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MEG: Multi-Evidence GNN for Multimodal Semantic Forensics


Nov 23, 2020
Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan

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* To be published at ICPR 2020 
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Two-branch Recurrent Network for Isolating Deepfakes in Videos


Sep 04, 2020
Iacopo Masi, Aditya Killekar, Royston Marian Mascarenhas, Shenoy Pratik Gurudatt, Wael AbdAlmageed

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* To appear in the 16th European Conference on Computer Vision ECCV 2020 (added link to our demo and to the video presentation) 
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Adversarial Attack and Defense Strategies for Deep Speaker Recognition Systems


Aug 18, 2020
Arindam Jati, Chin-Cheng Hsu, Monisankha Pal, Raghuveer Peri, Wael AbdAlmageed, Shrikanth Narayanan

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Multi-Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset


Jun 16, 2020
Leonidas Spinoulas, Hengameh Mirzaalian, Mohamed Hussein, Wael AbdAlmageed

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Multispectral Biometrics System Framework: Application to Presentation Attack Detection


Jun 12, 2020
Leonidas Spinoulas, Mohamed Hussein, David Geissbühler, Joe Mathai, Oswin G. Almeida, Guillaume Clivaz, Sébastien Marcel, Wael AbdAlmageed

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Discovery and Separation of Features for Invariant Representation Learning


Dec 02, 2019
Ayush Jaiswal, Rob Brekelmans, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan

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* 10 pages, 3 figures 
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Invariant Representations through Adversarial Forgetting


Nov 20, 2019
Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan

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* To appear in Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI-20) 
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Learning Structure via Consensus for Face Segmentation and Parsing


Nov 10, 2019
Iacopo Masi, Joe Mathai, Wael AbdAlmageed

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* 13 pages, 11 figures, technical report (improved figure resolution, updated related work) 
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Does Generative Face Completion Help Face Recognition?


Jun 07, 2019
Joe Mathai, Iacopo Masi, Wael AbdAlmageed

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* In Proceedings Of IAPR International Conference On Biometrics 2019 (ICB'19) 
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Recurrent Convolutional Strategies for Face Manipulation Detection in Videos


May 16, 2019
Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan

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* To appear at Workshop on Applications of Computer Vision and Pattern Recognition to Media Forensics at CVPR 2019 
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Unified Adversarial Invariance


May 07, 2019
Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Premkumar Natarajan

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* In Submission to T-PAMI. arXiv admin note: substantial text overlap with arXiv:1809.10083 
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AIRD: Adversarial Learning Framework for Image Repurposing Detection


Apr 09, 2019
Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Premkumar Natarajan

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* Camera-ready version for the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 
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RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance


Mar 20, 2019
Ayush Jaiswal, Shuai Xia, Iacopo Masi, Wael AbdAlmageed

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* To appear in Proceedings of International Conference on Biometrics (ICB), 2019 
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Bidirectional Conditional Generative Adversarial Networks


Nov 03, 2018
Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan

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* To appear in Proceedings of ACCV 2018 
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CapsuleGAN: Generative Adversarial Capsule Network


Oct 02, 2018
Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan

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* To appear in Proceedings of ECCV Workshop on Brain Driven Computer Vision (BDCV) 2018 
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Unsupervised Adversarial Invariance


Sep 26, 2018
Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Premkumar Natarajan

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* To appear in Proceedings of NIPS 2018 
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Deep Multimodal Image-Repurposing Detection


Aug 20, 2018
Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan

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* To be published at ACM Multimeda 2018 (orals) 
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Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text


Jun 29, 2018
Ayush Jaiswal, Ekraam Sabir, Wael AbdAlmageed, Premkumar Natarajan

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* In Proceedings of the 2017 ACM on Multimedia Conference, pp. 1465-1471. ACM, 2017 
 * *Ayush Jaiswal and Ekraam Sabir contributed equally to the work in this paper 
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Adversarial Auto-encoders for Speech Based Emotion Recognition


Jun 06, 2018
Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Espy-Wilson

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* 5 pages, INTERSPEECH 2017 August 20-24, 2017, Stockholm, Sweden 
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Deep Matching and Validation Network -- An End-to-End Solution to Constrained Image Splicing Localization and Detection


May 27, 2017
Yue Wu, Wael AbdAlmageed, Prem Natarajan

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* 9 pages, 10 figures 
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Face Recognition Using Deep Multi-Pose Representations


Mar 23, 2016
Wael AbdAlmageed, Yue Wua, Stephen Rawlsa, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gerard Medioni

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* WACV 2016 
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Learning Document Image Binarization from Data


May 04, 2015
Yue Wu, Stephen Rawls, Wael AbdAlmageed, Premkumar Natarajan

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* 13 pages, 8 figures 
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