On the Capability of Neural Networks to Generalize to Unseen Category-Pose Combinations

15 Jul 2020Spandan MadanTimothy HenryJamell DozierHelen HoNishchal BhandariTomotake SasakiFrédo DurandHanspeter PfisterXavier Boix

Recognizing an object's category and pose lies at the heart of visual understanding. Recent works suggest that deep neural networks (DNNs) often fail to generalize to category-pose combinations not seen during training... (read more)

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