TRANSFORMATION FOR COVARIATE SHIFT OF GRASP NEURAL NETWORKS

A covariate shift generally refers to the change of the distribution of the input data (e.g., noise distribution) between the training and inference regimes. Such covariate shifts can degrade the performance grasping neural networks, and thus robotic grasping operations. As described herein, an outp...

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Hauptverfasser: XIA, Wei Xi, UGALDE DIAZ, Ines, SATHYA NARAYANAN, Gokul Narayanan, SOLOWJOW, Eugen, APARICIO OJEA, Juan L, TAMASKAR, Shashank, SHAHAPURKAR, Yash, WEN, Chengtao, CLAUSSEN, Heiko
Format: Patent
Sprache:eng ; fre ; ger
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