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eGAN: Unsupervised approach to class imbalance using transfer learning


Apr 09, 2021
Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis, Nasik Nafi

* 10 pages 

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AdeNet: Deep learning architecture that identifies damaged electrical insulators in power lines


Mar 02, 2021
Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis

* 4th Black in AI Workshop of the International Confererence on Neural Information Processing Systems (NeurIPS BAI 2020) 

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Segmentation of Breast Microcalcifications: A Multi-Scale Approach


Feb 01, 2021
Chrysostomos Marasinou, Bo Li, Jeremy Paige, Akinyinka Omigbodun, Noor Nakhaei, Anne Hoyt, William Hsu

* Electronic Preprint version 1 

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Feature Selection for Learning to Predict Outcomes of Compute Cluster Jobs with Application to Decision Support


Dec 14, 2020
Adedolapo Okanlawon, Huichen Yang, Avishek Bose, William Hsu, Dan Andresen, Mohammed Tanash

* 6 pages, Proceedings of the International Conference on Computational Science and Computational Intelligence Symposium on Parallel & Distributed Computing (CSCI-ISPD 2020) 

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Shape-aware Generative Adversarial Networks for Attribute Transfer


Oct 11, 2020
Lei Luo, William Hsu, Shangxian Wang


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Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features


Jan 22, 2020
Leihao Wei, Yannan Lin, William Hsu

* ISBI 2020 

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Sequential Triggers for Watermarking of Deep Reinforcement Learning Policies


Jun 03, 2019
Vahid Behzadan, William Hsu


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Adversarial Exploitation of Policy Imitation


Jun 03, 2019
Vahid Behzadan, William Hsu


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Analysis and Improvement of Adversarial Training in DQN Agents With Adversarially-Guided Exploration (AGE)


Jun 03, 2019
Vahid Behzadan, William Hsu


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RL-Based Method for Benchmarking the Adversarial Resilience and Robustness of Deep Reinforcement Learning Policies


Jun 03, 2019
Vahid Behzadan, William Hsu


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OpBerg: Discovering causal sentences using optimal alignments


Apr 03, 2019
Justin Wood, Nicholas J. Matiasz, Alcino J. Silva, William Hsu, Alexej Abyzov, Wei Wang


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Computed Tomography Image Enhancement using 3D Convolutional Neural Network


Jul 18, 2018
Meng Li, Shiwen Shen, Wen Gao, William Hsu, Jason Cong


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Machine Learning for Predictive Analytics of Compute Cluster Jobs


May 20, 2018
Dan Andresen, William Hsu, Huichen Yang, Adedolapo Okanlawon

* 7 pages, CSC'18 - The 16th Int'l Conf on Scientific Computing 

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ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer Screening


Feb 01, 2016
Ahmed M. Alaa, Kyeong H. Moon, William Hsu, Mihaela van der Schaar


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Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions


Mar 05, 2015
William Hsu, Mohammed Abduljabbar, Ryuichi Osuga, Max Lu, Wesam Elshamy

* In Proceedings of The 2nd European Workshop on Human-Computer Interaction and Information Retrieval EuroHCIR2012, pages 43--46, Nijmegen, the Netherlands, 24th/25th August 2012 

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KSU KDD: Word Sense Induction by Clustering in Topic Space


Feb 28, 2013
Wesam Elshamy, Doina Caragea, William Hsu

* Proceedings of the 5th International Workshop on Semantic Evaluation, pages 367-370, Uppsala, Sweden, July 2010. Association for Computational Linguistics 

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