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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

* 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

* To appear in Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI-20) 

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NIESR: Nuisance Invariant End-to-end Speech Recognition

Jul 07, 2019
I-Hung Hsu, Ayush Jaiswal, Premkumar Natarajan

* To appear in Proceedings of Interspeech 2019 

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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

* 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

* 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

* 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

* 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

* 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

* 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

* To appear in Proceedings of NIPS 2018 

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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

* 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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Large-Scale Unsupervised Deep Representation Learning for Brain Structure

May 02, 2018
Ayush Jaiswal, Dong Guo, Cauligi S. Raghavendra, Paul Thompson


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