Stitch-a-Demo is a retrieval-based method that assembles visually coherent video demonstrations from multistep textual descriptions by training on weakly supervised procedural data with hard negatives.
Transferring knowledge from text to video: Zero-shot anticipation for pro- cedural actions.IEEE transactions on pattern analysis and machine intelligence, 45(6):7836–7852, 2022
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Stitch-a-Demo: Video Demonstrations from Multistep Descriptions
Stitch-a-Demo is a retrieval-based method that assembles visually coherent video demonstrations from multistep textual descriptions by training on weakly supervised procedural data with hard negatives.