Motion Equivariant Convolutional LSTM: When Motion Becomes a Gauge Symmetry
arXiv:2610.28771v1 Announce Type: new Abstract: 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 a symmetry of the data. Yet standard recurrent networks are not equiva…
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- 2026-10-22 04:00 · arXiv cs.LG
Motion Equivariant Convolutional LSTM: When Motion Becomes a Gauge Symmetry