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Shorten the lead

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@@ -22,13 +22,9 @@ Representation Learning. EMNLP 2026, main conference.
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  [Paper][paper] 路 [Project page][project] 路 [Code][code]
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- PRISM separates what an action is from the viewpoint and scene it happens to be seen in.
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- Language is what makes that separation trainable: descriptions recombine freely, so the
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- action of one clip can be put together with the context of another into a composition that
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- never occurred in the training data, and the model is asked to predict the meaning of that
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- composition. Semantics that leaked between the two factors cannot survive the swap. What
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- this model returns is the view-invariant side of the split, so cosine similarity measures
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- what is happening rather than where the camera is.
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  This checkpoint is trained on EgoExo4D, using both ego and exo views and captions generated
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  by Gemini 3.
 
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  [Paper][paper] 路 [Project page][project] 路 [Code][code]
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+ PRISM is a video encoder that embeds a clip by what is happening in it, not by where the
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+ camera is. It learns that split by recombining one clip's action with another clip's context
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+ in language, where such combinations come free.
 
 
 
 
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  This checkpoint is trained on EgoExo4D, using both ego and exo views and captions generated
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  by Gemini 3.