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The Hong Kong University of Science and Technology
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Wrist-mounted event cameras can fully replace external camera rigs in robot manipulation, surviving extreme exposure failures by using past and predicted event streams to retain off-camera spatial context.
Exploiting symmetry in tensegrity robot design slashes training data needs by 80% while boosting contact estimation accuracy by 15%, all with a simple graph neural network.