CVPR 2026 | 突破短视，理解变化！HiF-VLA：以motion为中心打造「边想边做」的世界动作模型
Quick Take
HiF-VLA introduces a motion-centered world action model that extracts low-dimensional motion vectors as dynamic priors. This innovative 'Joint Expert' module simultaneously predicts future visual motion and generates high-precision action sequences, enhancing real-time interaction capabilities.
Key Points
- HiF-VLA utilizes low-dimensional motion vectors for dynamic prior extraction.
- The model features a 'Joint Expert' module for simultaneous predictions.
- It enhances the generation of high-precision action sequences.
- The approach aims to improve real-time interaction in visual tasks.
Article Excerpt
From source RSS / original summaryHiF-VLA 巧妙提取低维紧凑的Motion 向量作为动态先验，在一个创新的「联合专家」模块中，同步完成未来视觉运动的预测与高精度动作序列的生成。
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