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cs.CV2024★ 1 cited
Generated Bias: Auditing Internal Bias Dynamics of Text-To-Image Generative Models
Abhishek Mandal, Susan Leavy, Suzanne Little
Text-To-Image (TTI) Diffusion Models such as DALL-E and Stable Diffusion are capable of generating images from text prompts. However, they have been shown to perpetuate gender ster…
cs.CV2023
Biased Attention: Do Vision Transformers Amplify Gender Bias More than Convolutional Neural Networks?
Abhishek Mandal, Susan Leavy, Suzanne Little
Deep neural networks used in computer vision have been shown to exhibit many social biases such as gender bias. Vision Transformers (ViTs) have become increasingly popular in compu…
cs.CV2023★ 4 cited
Multimodal Composite Association Score: Measuring Gender Bias in Generative Multimodal Models
Abhishek Mandal, Susan Leavy, Suzanne Little
Generative multimodal models based on diffusion models have seen tremendous growth and advances in recent years. Models such as DALL-E and Stable Diffusion have become increasingly…