ASV3D: Adapting Diffusion-Based Single-View 3D Reconstruction with Extra Imagery
ASV3D adapts single-view 3D object reconstruction to test-time data using one extra image for better accuracy. It uses a consistency-based gate to decide whether to use the original or auxiliary image during generation. Two strategies, zero-shot and optimized adaptation, consistently improve reconstruction quality and robustness under varied conditions.