Do CNNs Encode Data Augmentations?

29 Feb 2020Eddie YanYanping Huang

Data augmentations are an important ingredient in the recipe for training robust neural networks, especially in computer vision. A fundamental question is whether neural network features explicitly encode data augmentation transformations... (read more)

PDF Abstract


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

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