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RepFusion reveals that multimodal large language models can dramatically enhance denoising in text-to-image systems, outperforming traditional denoising methods.
Camera pose, largely ignored in video LLMs, unlocks significant gains in spatial reasoning and even improves general video QA when used as a lightweight supervisory signal.
