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Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation
In this survey, we review prior studies on dimensions of bias: Gender, Skintone, and Geo-Culture.
Understanding Neural Network Systems for Image Analysis using Vector Spaces and Inverse Maps
There is strong interest in developing mathematical methods that can be used to understand complex neural networks used in image analysis.
Leveraging Language Models to Detect Greenwashing
Our primary contributions encompass: developing a mathematical formulation to quantify greenwashing risk, a fine-tuned ClimateBERT model for this problem, and a comparative analysis of results.
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