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News/SUNTA: Hierarchical Video Prediction with Surprise-based Chunking
arxiv
PublishedJuly 14, 2026 at 4:00 AM
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SUNTA: Hierarchical Video Prediction with Surprise-based Chunking

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arXiv:2607.02087v2 Announce Type: replace Abstract: Hierarchical state-space models (HSSMs) offer a promising approach to long-horizon prediction by segmenting sequences into temporal chunks. However, their performance hinges on how chunk boundaries are determined. While prior HSSMs typically rely o

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