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By encoding objects as local 3D meshes, FlowTouch achieves view-invariant visuo-tactile prediction that generalizes across sim-to-real and different sensor instances, a leap beyond camera-dependent mappings.
Overparameterization isn't just a quirk of deep learning; it's provably *necessary* for stable, robust classification, even for discontinuous functions.
