Search Results for author: Samuel Denton

Found 2 papers, 0 papers with code

Counterfactual Explanations for Support Vector Machine Models

no code implementations14 Dec 2022 Sebastian Salazar, Samuel Denton, Ansaf Salleb-Aouissi

We tackle the problem of computing counterfactual explanations -- minimal changes to the features that flip an undesirable model prediction.

counterfactual valid

Direct Inversion: Optimization-Free Text-Driven Real Image Editing with Diffusion Models

no code implementations15 Nov 2022 Adham Elarabawy, Harish Kamath, Samuel Denton

With the rise of large, publicly-available text-to-image diffusion models, text-guided real image editing has garnered much research attention recently.

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