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"Nice Try, Kiddo": Ad Hominems in Dialogue Systems

Oct 24, 2020
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* 14 pages 

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Towards Controllable Biases in Language Generation

May 01, 2020
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* 9 pages 

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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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The Woman Worked as a Babysitter: On Biases in Language Generation

Sep 03, 2019
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* EMNLP 2019 short paper (5 pages) 

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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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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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QATM: Quality-Aware Template Matching For Deep Learning

Apr 09, 2019
Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Premkumar Natarajan

* Accepted as CVPR 2019 paper. Camera ready version 

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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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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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Learning Document Image Binarization from Data

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

* 13 pages, 8 figures 

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Blockwise SURE Shrinkage for Non-Local Means

May 18, 2013
Yue Wu, Brian Tracey, Premkumar Natarajan, Joseph P. Noonan

* Signal Processing 103 (2014): 45-59 

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Probabilistic Non-Local Means

Feb 23, 2013
Yue Wu, Brian Tracey, Premkumar Natarajan, Joseph P. Noonan

* 11 pages, 3 figures 

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