Proposes DSP, a disentangled semantics and primitives framework using Semantic Anchoring, Primitive Imbuing, and Conceptual Steering that improves 5-shot atypical L2I generation over prior methods.
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Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation
Proposes DSP, a disentangled semantics and primitives framework using Semantic Anchoring, Primitive Imbuing, and Conceptual Steering that improves 5-shot atypical L2I generation over prior methods.