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)

PDF Abstract

Code


No code implementations yet. Submit your code now

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet