Saining Xie· @sainingxie · X·· 2026-05-27AI 评分44
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📸cambrian系列最新作品：cambrian-p，p代表pose。 我认为pose可能是我们需要的、用于稳健视频多模态模型的最小充分3D信号（而且很容易获取！）——联合建模帧和pose，将图像序列转变为全局有根基的结构。
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📸latest in our cambrian series: cambrian-p, p for pose.
i think pose is probably the minimal sufficient 3d signal (and it’s easy to get!) that we need for robust video multimodal models -- jointly modeling frames and pose turns image sequences into a globally grounded structure.
Camera pose matters for video understanding! Today's MLLMs excel at recognizing activities, but still struggle with the underlying space and ego/object dynamics in video. We trace this gap to a missing piece: camera pose. Introducing Cambrian-P: a multimodal LLM natively grounded in camera pose. (1/n)在 X 查看被引用的帖子
来源：Saining Xie · x.com