Motion Equivariant Convolutional LSTM: When Motion Becomes a Gauge Symmetry

Vahid Hosseinzadeh, T. Anderson Keller, Michael Puthawala

Objects move, cameras pan, and weather drifts with the wind: much of what changes in sequential data is motion. Motion changes where things are, not what they are, and is therefore…