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Celia Cintas

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Efficient Representation of the Activation Space in Deep Neural Networks

Dec 13, 2023
Tanya Akumu, Celia Cintas, Girmaw Abebe Tadesse, Adebayo Oshingbesan, Skyler Speakman, Edward McFowland III

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Weakly Supervised Detection of Hallucinations in LLM Activations

Dec 05, 2023
Miriam Rateike, Celia Cintas, John Wamburu, Tanya Akumu, Skyler Speakman

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Revisiting Skin Tone Fairness in Dermatological Lesion Classification

Aug 18, 2023
Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Diaz, Richard Osuala

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Domain-agnostic and Multi-level Evaluation of Generative Models

Jan 20, 2023
Girmaw Abebe Tadesse, Jannis Born, Celia Cintas, William Ogallo, Dmitry Zubarev, Matteo Manica, Komminist Weldemariam

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Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data

Mar 08, 2022
Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman

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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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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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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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