Exploring Bias and Fairness in AI: The Need for Comprehensive Testing Frameworks | HackerNoonResearchers propose methods to assess and test the reliability of AI and NLP software, focusing on adversarial examples and fairness evaluation.
How Well Does BiasPainter Uncover Hidden Biases in Image Generation? | HackerNoonBiasPainter effectively measures social bias in image generation models.
Quantifying Bias in Image Generation | HackerNoonBiasPainter evaluates bias in image generation models by measuring social biases and using metamorphic testing. It assesses gender, age, and race biases, collecting suspicious biased images.
A Comprehensive Overview of Image Generation Models: From GANs to Diffusion Techniques | HackerNoonImage generation models aim to create images from text but may contain social biases.
Quantifying Bias in Image Generation | HackerNoonBiasPainter evaluates bias in image generation models by measuring social biases and using metamorphic testing. It assesses gender, age, and race biases, collecting suspicious biased images.
A Comprehensive Overview of Image Generation Models: From GANs to Diffusion Techniques | HackerNoonImage generation models aim to create images from text but may contain social biases.