Princeton Visual AI Lab's repositories
revise-tool
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets --- https://arxiv.org/abs/2004.07999
gan-debiasing
Fair Attribute Classification through Latent Space De-biasing (CVPR 2021)
imagenet-face-obfuscation
Code for the paper "A Study of Face Obfuscation in ImageNet"
ContextualBias
[Re] Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias (ML Reproducibility Challenge 2020)
pointingqa
Code for paper "Point and Ask: Incorporating Pointing into Visual Question Answering"
directional-bias-amp
https://arxiv.org/abs/2102.12594
imagecaptioning-bias
Code for the paper "Understanding and Evaluating Racial Biases in Image Captioning"
OverlookedFactors
Overlooked Factors in Concept-based Explanations: Dataset Choice, Concept Learnability, and Human Capability (CVPR 2023)
gender-artifacts
https://arxiv.org/abs/2206.09191
UFOExplainer
Code for UFO: A unified method for controlling Understandability and Faithfulness Objectives in concept-based explanations for CNNs
intersectionality
https://arxiv.org/abs/2205.04610