725 citations · 746 across the 6 of their papers we have counts for
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cs.CV2022★ 1 cited
Perceptual Grouping in Contrastive Vision-Language Models
Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi +3
Recent advances in zero-shot image recognition suggest that vision-language models learn generic visual representations with a high degree of semantic information that may be arbit…
cs.AI2022
Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness
Ian Davidson, S. S. Ravi
Existing work on fairness typically focuses on making known machine learning algorithms fairer. Fair variants of classification, clustering, outlier detection and other styles of a…