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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...
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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...
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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...
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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...
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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...
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03/11/2021
Privacy-preserving Object Detection
Privacy considerations and bias in datasets are quickly becoming high-pr...
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02/08/2021