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Visual Steering for One-Shot Deep Neural Network Synthesis

Sep 28, 2020
Anjul Tyagi, Cong Xie, Klaus Mueller

* 9 pages, submitted to IEEE Transactions on Visualization and Computer Graphics, 2020 

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Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation

Sep 06, 2020
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Klaus Mueller

* Accepted at Workshop on Data Science with Human in the Loop (DaSH) @ ACM SIGKDD 2020 

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Measuring Social Biases of Crowd Workers using Counterfactual Queries

Apr 04, 2020
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Klaus Mueller

* Accepted at the Workshop on Fair and Responsible AI at ACM CHI 2020 

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Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience

Jan 31, 2020
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Rachel Bellamy, Klaus Mueller

* working draft 

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Interpreting Galaxy Deblender GAN from the Discriminator's Perspective

Jan 17, 2020
Heyi Li, Yuewei Lin, Klaus Mueller, Wei Xu

* 5 pages, 4 figures 

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Does Speech enhancement of publicly available data help build robust Speech Recognition Systems?

Nov 20, 2019
Bhavya Ghai, Buvana Ramanan, Klaus Mueller

* Accepted to AAAI conference of Artificial Intelligence 2020 (abstract) 

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Task Classification Model for Visual Fixation, Exploration, and Search

Jul 29, 2019
Ayush Kumar, Anjul Tyagi, Michael Burch, Daniel Weiskopf, Klaus Mueller

* In proceedings of the 11th ACM Symposium on Eye Tracking Research and Applications, 2019 
* 4 pages 

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Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagation

Sep 15, 2018
Heyi Li, Yunke Tian, Klaus Mueller, Xin Chen

* 33 pages, 14 figures 

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Metal Artifact Reduction in Cone-Beam X-Ray CT via Ray Profile Correction

Aug 06, 2018
Sungsoo Ha, Klaus Mueller

* 10 pages, 8 figures 

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Visualizing Linguistic Shift

Nov 20, 2016
Salman Mahmood, Rami Al-Rfou, Klaus Mueller


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