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cs.CV2023
HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models
Eslam Mohamed Bakr, Pengzhan Sun, Xiaoqian Shen +3
In recent years, Text-to-Image (T2I) models have been extensively studied, especially with the emergence of diffusion models that achieve state-of-the-art results on T2I synthesis…
cs.CV2023★ 1 cited
ImageCaptioner: Image Captioner for Image Captioning Bias Amplification Assessment
Eslam Mohamed Bakr, Pengzhan Sun, Li Erran Li +1
Most pre-trained learning systems are known to suffer from bias, which typically emerges from the data, the model, or both. Measuring and quantifying bias and its sources is a chal…