AIBullisharXiv – CS AI · 7h ago6/10
🧠
Fast and Lightweight Novel View Synthesis with Differentiable Multiplane Image
Researchers present a novel view synthesis method using differentiable Multiplane Images (MPI) that achieves 30.7% faster rendering and uses 85.2% less memory than Gaussian Splatting approaches while maintaining competitive quality. The technique combines geometric initialization from visual foundation models with one-step diffusion to handle sparse-view conditions, making it practical for mobile deployment.