State-of-the-art video action recognition models fail to transfer high-level motion concepts to unseen contexts, even when the new context is only a minor variation of the training data.
Temporal attentive alignment for large-scale video domain adaptation
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Punching Bag vs. Punching Person: Motion Transferability in Videos
State-of-the-art video action recognition models fail to transfer high-level motion concepts to unseen contexts, even when the new context is only a minor variation of the training data.