Search Results for author: Andrea Rosasco

Found 2 papers, 2 papers with code

Towards Confidence-guided Shape Completion for Robotic Applications

1 code implementation9 Sep 2022 Andrea Rosasco, Stefano Berti, Fabrizio Bottarel, Michele Colledanchise, Lorenzo Natale

Many robotic tasks involving some form of 3D visual perception greatly benefit from a complete knowledge of the working environment.

Object Robotic Grasping

Distilled Replay: Overcoming Forgetting through Synthetic Samples

2 code implementations29 Mar 2021 Andrea Rosasco, Antonio Carta, Andrea Cossu, Vincenzo Lomonaco, Davide Bacciu

Replay strategies are Continual Learning techniques which mitigate catastrophic forgetting by keeping a buffer of patterns from previous experiences, which are interleaved with new data during training.

Continual Learning

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