A Limitations
–Neural Information Processing Systems
Consequently, image datasets depicting these groups have limited capacity to fully represent these demographics and intersectional identities. While we recognize that assigning a bias score based on these limited resources might not be entirely accurate, it is a vital first step in the right direction. Moreover, the bias effect size (Eq 8) may sometimes be unreliable [Meade et al., As described in Sec. 5, we manually compare our best HardNeg Stable Diffusion with vanilla Stable A storefront with'Hello W orld' written on it. This leaves us with 6 categories and 104 prompts:Category Prompts Colours A brown bird and a blue bear. An elephant is behind a tree.
Neural Information Processing Systems
Feb-8-2026, 12:06:23 GMT