output
20052024
most citedLandmark Guidance Independent Spatio-channel Attention and Complementary Context Information based Facial Expression Recognition

118 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.LG2020★ 7 cited

Learning Compositional Structures for Deep Learning: Why Routing-by-agreement is Necessary

Sai Raam Venkatraman, Ankit Anand, S. Balasubramanian +1

A formal description of the compositionality of neural networks is associated directly with the formal grammar-structure of the objects it seeks to represent. This formal grammar-s…

cs.LG2019★ 8 cited

Building Deep, Equivariant Capsule Networks

Sairaam Venkatraman, S. Balasubramanian, R. Raghunatha Sarma

Capsule networks are constrained by the parameter-expensive nature of their layers, and the general lack of provable equivariance guarantees. We present a variation of capsule netw…