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TU Dresden
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Tactile representations in robots struggle to generalize, with performance dropping to just 25.1% Recall@1 when faced with unseen materials.
Robots can now "feel" material properties during in-hand manipulation with nearly 80% accuracy by fusing tactile sensing with neural implicit shape representations.