Robustness to Transformations Across Categories: Is Robustness To Transformations Driven by Invariant Neural Representations?

Hojin Jang, Syed Suleman Abbas Zaidi, Xavier Boix +4

Deep Convolutional Neural Networks (DCNNs) have demonstrated impressive robustness to recognize objects under transformations (eg. blur or noise) when these transformations are inc…