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Celia Cintas

Towards Creativity Characterization of Generative Models via Group-based Subset Scanning

Mar 03, 2022
Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen

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* Extended version from Synthetic Data Generation Workshop at ICLR'21 submission (arXiv:2104.00479). arXiv admin note: text overlap with arXiv:2105.12479

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Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning

Jun 02, 2021
Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush Varshney

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* Under review for 6th Outlier Detection & Description Workshop

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Pattern Detection in the Activation Space for Identifying Synthesized Content

May 27, 2021
Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam

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* The paper is under consideration at Pattern Recognition Letters

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Towards creativity characterization of generative models via group-based subset scanning

Apr 01, 2021
Celia Cintas, Payel Das, Brian Quanz, Skyler Speakman, Victor Akinwande, Pin-Yu Chen

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* Synthetic Data Generation Workshop at ICLR'21

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Identifying Audio Adversarial Examples via Anomalous Pattern Detection

Feb 13, 2020
Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan

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