Pinpoint Counterfactuals: localized gender counterfactual generation (NeurIPS 2025 Datasets and Benchmarks track. Submission 1386)
Getting started
To generate PinPoint Counterfactuals, take the following steps.
Download the data
First, download the FACET and CC3M dataset. Unpack them in the directory of your choice.
Generating PP masks
Use the Color-Invariant-Skin-Segmentation module to generate masks, following the methodology outlined in the main submission manuscript.
In-paint the images
Use the BrushNet module to in-paint the images from FACET and/or CC3M (see the respective scripts in BrushNet/examples/brushnet/inapaint_*.py.
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