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Anant Nawalgaria

2 accepted papers

2025

Revisiting text-to-image evaluation with Gecko: on metrics, prompts, and human rating

ICLR 2025spotlight

While text-to-image (T2I) generative models have become ubiquitous, they do not necessarily generate images that align with a given prompt. While many metrics and benchmarks have been proposed to evaluate T2I models and alignment metrics, the impact of the evaluation components (prompt sets, human…

Cited by 12SourcePDFScholar
2023

When does Privileged information Explain Away Label Noise?

ICML 2023poster

Leveraging privileged information (PI), or features available during training but not at test time, has recently been shown to be an effective method for addressing label noise. However, the reasons for its effectiveness are not well understood. In this study, we investigate the role played by diffe…