Is Robustness To Transformations Driven by Invariant Neural Representations?
Syed Suleman Abbas ZaidiXavier BoixNeeraj PrasadSharon Gilad-GutnickShlomit Ben-AmiPawan SinhaPublished in: CoRR (2020)
Keyphrases
- image transformations
- invariant representations
- geometric transformations
- network architecture
- quasi invariant
- distributed representations
- neural network
- preserving transformations
- similarity transformations
- data driven
- affine transformation
- bio inspired
- geometric and photometric transformations
- keypoints
- image matching
- computational neuroscience
- invariant properties
- image descriptors
- neural model
- real time
- biologically inspired
- higher level
- multiscale
- planar objects
- invariance properties
- affine invariant
- associative memory
- input image
- computer vision
- nonlinear predictive control