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A single model can replace multiple specialized pipelines for rendering refinement, achieving significant quality improvements with minimal finetuning.
Video diffusion models already contain implicit multi-view knowledge, making them surprisingly effective for novel view synthesis when adapted to ignore temporal coherence.
