#bias-evaluation

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Hackernoon
4 months ago
Artificial intelligence

Exploring Bias and Fairness in AI: The Need for Comprehensive Testing Frameworks | HackerNoon

Researchers propose methods to assess and test the reliability of AI and NLP software, focusing on adversarial examples and fairness evaluation. [ more ]
Hackernoon
4 months ago
Data science

How Well Does BiasPainter Uncover Hidden Biases in Image Generation? | HackerNoon

BiasPainter effectively measures social bias in image generation models. [ more ]
#image-generation-models
Hackernoon
4 months ago
Data science

Quantifying Bias in Image Generation | HackerNoon

BiasPainter 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. [ more ]
Hackernoon
4 months ago
Artificial intelligence

A Comprehensive Overview of Image Generation Models: From GANs to Diffusion Techniques | HackerNoon

Image generation models aim to create images from text but may contain social biases. [ more ]
Hackernoon
4 months ago
Data science

Quantifying Bias in Image Generation | HackerNoon

BiasPainter 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. [ more ]
Hackernoon
4 months ago
Artificial intelligence

A Comprehensive Overview of Image Generation Models: From GANs to Diffusion Techniques | HackerNoon

Image generation models aim to create images from text but may contain social biases. [ more ]
moreimage-generation-models
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