performs mainstream baselines in structural
consistency, appearance fidelity, and computational efficiency, showcasing its
practical value and potential for broad adoption.</p>
            
            <p class="paper-tldr"><strong>TLDR</strong>: The paper introduces PosBridge, a training-free and efficient framework for subject-driven image editing using positional embedding transplant to insert custom objects into scenes while maintaining identity and structural consistency.</p>
            
            
