8 citations · 17 across the 5 of their papers we have counts for
3 papers · 1 filter
Iterative collaborative routing among equivariant capsules for transformation-robust capsule networks
Sai Raam Venkataraman, S. Balasubramanian, R. Raghunatha Sarma
Transformation-robustness is an important feature for machine learning models that perform image classification. Many methods aim to bestow this property to models by the use of da…
Robustcaps: a transformation-robust capsule network for image classification
Sai Raam Venkataraman, S. Balasubramanian, R. Raghunatha Sarma
Geometric transformations of the training data as well as the test data present challenges to the use of deep neural networks to vision-based learning tasks. In order to address th…
Can you even tell left from right? Presenting a new challenge for VQA
Sai Raam Venkatraman, Rishi Rao, S. Balasubramanian +2
Visual Question Answering (VQA) needs a means of evaluating the strengths and weaknesses of models. One aspect of such an evaluation is the evaluation of compositional generalisati…