3 citations · 8 across the 4 of their papers we have counts for
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cs.LG2022★ 2 cited
Counterfactual Explanations for Support Vector Machine Models
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. We propose a solution to this question…
cs.CV2022★ 3 cited
Direct Inversion: Optimization-Free Text-Driven Real Image Editing with Diffusion Models
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. Existing methods tend to ei…