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Ishika Maity

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Open access 2026

VQA-Guided Diffusion: Enhancing Text-to-Image Generation With Semantic Feedback From Visual Question Answering

It is shown that VQA can serve as an effective semantic feedback to significantly enhance prompt-image alignment without retraining the diffusion model, providing a powerful, interpretable and self-correcting strategy for text-to-image production.

Debashish Bhowmik, Ishika Maity, Ashis Kumar Pati · 0 citations