Data-driven MoCap-to-radar models often fail to learn underlying physics despite low reconstruction error, with temporal attention proving critical for transformers to achieve physical consistency.
Filtered-CoPhy: Unsupervised learning of counterfactual physics in pixel space
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What Physics do Data-Driven MoCap-to-Radar Models Learn?
Data-driven MoCap-to-radar models often fail to learn underlying physics despite low reconstruction error, with temporal attention proving critical for transformers to achieve physical consistency.