Golden RPG improves compositional text-to-image generation via a region-aware noise predictor with per-region FiLM adapters, injected cross-attention, and adaptive blending, yielding higher cross-region coherence on benchmarks while matching baselines on CLIP metrics.
Mastering text-to-image diffu- sion: Recaptioning, planning, and generating with multi- modal LLMs
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Golden RPG: Confidence-Adaptive Region-Aware Noise for Compositional Text-to-Image Generation
Golden RPG improves compositional text-to-image generation via a region-aware noise predictor with per-region FiLM adapters, injected cross-attention, and adaptive blending, yielding higher cross-region coherence on benchmarks while matching baselines on CLIP metrics.