Biased Attention: Do Vision Transformers Amplify Gender Bias More than Convolutional Neural Networks?

15 September 2023

Papers citing "Biased Attention: Do Vision Transformers Amplify Gender Bias More than Convolutional Neural Networks?"

5 / 5 papers shown

Title
FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation Teerath Kumar Alessandra Mileo Malika Bendechache CVBM 26 0 0 17 Oct 2024
Generated Bias: Auditing Internal Bias Dynamics of Text-To-Image Generative Models Abhishek Mandal Susan Leavy Suzanne Little 30 1 0 10 Oct 2024
Multimodal Composite Association Score: Measuring Gender Bias in Generative Multimodal Models Abhishek Mandal Susan Leavy Suzanne Little EGVM 28 18 0 26 Apr 2023
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 265 621 0 21 May 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,431 0 04 Jan 2021