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Harm Amplification in Text-to-Image Models
Text-to-image (T2I) models have emerged as a significant advancement in generative AI; however, there exist safety concerns regarding their potential to produce harmful image outputs even when users input seemingly safe prompts.
Safety and Fairness for Content Moderation in Generative Models
With significant advances in generative AI, new technologies are rapidly being deployed with generative components.
Visualizing Topographic Independent Component Analysis with Movies
Independent component analysis (ICA) has often been used as a tool to model natural image statistics by separating multivariate signals in the image into components that are assumed to be independent.
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