微软OneDrive推出“AI重塑”工具，解决AI绘图过度美化导致失真的问题。该功能能在改变艺术风格的同时，精准保留照片核心主体，避免图像漂移，实现风格多变而主体不变。
阿里云通义实验室开源图像编辑模型Qwen-Image-Edit-2511，重点优化前代版本存在的编辑后图像“轻微漂移”问题，通过技术改进提升编辑一致性与视觉稳定性，为开发者提供更精准可靠的可控生成工具。
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MCG-NJU
SteadyDancer是一个基于图像到视频范式的强大动画框架，专门用于生成高保真且时间连贯的人体动画。该框架通过稳健的首帧保留机制，有效解决了传统方法中的身份漂移问题，在视觉质量和可控性上表现出色，同时显著减少了训练资源需求。
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