research
∙
06/21/2023
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution
We introduce VisoGender, a novel dataset for benchmarking gender bias in...
share
research
∙
05/24/2023
Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets
Vision-language models are growing in popularity and public visibility t...
research
∙
04/13/2023
What does CLIP know about a red circle? Visual prompt engineering for VLMs
Large-scale Vision-Language Models, such as CLIP, learn powerful image-t...
research
∙
03/22/2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning
Vision-language models can encode societal biases and stereotypes, but t...
research
∙
07/09/2021
Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset
Hateful memes pose a unique challenge for current machine learning syste...
research
∙
03/11/2021
Privacy-preserving Object Detection
Privacy considerations and bias in datasets are quickly becoming high-pr...
research
∙
02/08/2021
