1 citations · 1 across the 1 of their papers we have counts for
3 papers
Reviving Shift Equivariance in Vision Transformers
Peijian Ding, Davit Soselia, Thomas Armstrong +2
Shift equivariance is a fundamental principle that governs how we perceive the world - our recognition of an object remains invariant with respect to shifts. Transformers have gain…
RNN-based Online Handwritten Character Recognition Using Accelerometer and Gyroscope Data
Davit Soselia, Shota Amashukeli, Irakli Koberidze +1
This abstract explores an RNN-based approach to online handwritten recognition problem. Our method uses data from an accelerometer and a gyroscope mounted on a handheld pen-like de…
Reproduction Report on "Learn to Pay Attention"
Levan Shugliashvili, Davit Soselia, Shota Amashukeli +1
We have successfully implemented the "Learn to Pay Attention" model of attention mechanism in convolutional neural networks, and have replicated the results of the original paper i…