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GrowPage is introduced, an on-demand KV budgeting framework that treats KV capacity as a runtime resource and achieves a superior performance--throughput trade-off over existing approaches.
This work proposes RAGMesh, a retrieval-augmented framework that leverages text-correlated geometric priors to improve high-fidelity facial synthesis and editing, and introduces Adaptive RAG-guided Supervision (AdaRAGS), a region-aware constraint that explicitly aligns textual semantics with corresponding facial region...
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