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Gaurav Bhatt

2 accepted papers

2024

TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models

ECCV 2024poster

"Text-to-Image (TTI) generative models have shown great progress in the past few years in terms of their ability to generate complex and high-quality imagery. At the same time, these models have been shown to suffer from harmful biases, including exaggerated societal biases (e.g., gender, ethnicity)…

2023

Mitigating the Effect of Incidental Correlations on Part-based Learning

NeurIPS 2023poster

Intelligent systems possess a crucial characteristic of breaking complicated problems into smaller reusable components or parts and adjusting to new tasks using these part representations. However, current part-learners encounter difficulties in dealing with incidental correlations resulting from th…