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Robotics SINGLE SOURCE

Multi-Dimensional Featurizers Yield Fine-Grained Steering and Data Shaping in Robot Foundation Models

Interior view of a modern industrial manufacturing facility with machinery and equipment.
Illustrative photo.Photo by YIHAI LASER on Pexels

What happened

Recent work in vision and language models reveals multidimensional features, motivating block-sparse featurizers (BSFs), which represent each feature in a low-dimensional subspace. arXiv is committed to these values and only works with partners that adhere to them.

Sources & evidence