D2D: Detector-to-Differentiable Critic for Improved Numeracy in Text-to-Image Generation

Nobline Yoo, Olga Russakovsky, Ye Zhu

Text-to-image (T2I) diffusion models have achieved strong performance in semantic alignment, yet they still struggle with generating the correct number of objects specified in prom…