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Societal Biases in Language Generation: Progress and Challenges


Jun 02, 2021
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* ACL 2021 camera-ready 

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Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations


Apr 14, 2021
Ying Lin, Han Wang, Jiangning Chen, Tong Wang, Yue Liu, Heng Ji, Yang Liu, Premkumar Natarajan


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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

* 14 pages, page 13-14 appendix, 6 figures. The first two authors contribute equally. The names are ordered by alphabet 

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Class-agnostic Object Detection


Nov 28, 2020
Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan

* To appear in Proceedings of WACV 2021 

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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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