no code implementations • 20 Oct 2022 • Sai Raam Venkataraman, S. Balasubramanian, R. Raghunatha Sarma
Transformation-robustness is an important feature for machine learning models that perform image classification.
no code implementations • 20 Oct 2022 • Sai Raam Venkataraman, S. Balasubramanian, R. Raghunatha Sarma
This learning of such relationships allows our model to outperform both capsule and convolutional neural network baselines on transformation-robust classification tasks.
1 code implementation • ICLR 2020 • Sai Raam Venkataraman, S. Balasubramanian, R. Raghunatha Sarma
This is done using a trainable, equivariant function defined over a grid of group-transformations.