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9 upvotes

Rethinking Sequence Compression with Test-time Regression

What is Rethinking Sequence Compression with Test-time Regression?

Sequence compression is a fundamental operation and a critical information bottleneck in efficient language and multimodal models, and yet prevailing approaches based on pooling or learned projections remain underperforming. We revisit sequence compression through the lens of test-time regression: i

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ProjectRethinking Sequence Compression with Test-time Regression
TypePaper
Upvotes9
First spotted by Early Signal23 Oct 2026 04:58 UTC
Seen onPapers

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