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SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum

Matryoshka Representation Learning (MRL) is designed to support flexible representation sizes by jointly optimizing nested prefixes. While effective, this design lacks an explicit constraint to ensure

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#5Best rank
–Score · 24h
187Score · 7d
2Days on list
11Snapshots
Oct 20, 2026First seen

Summary

SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum was first seen on Hugging Face · Daily papers on Oct 20, 2026. Since then it appeared in 11 hourly checks across 2 days, peaking at #5 on Oct 20, 21:18 UTC. It was last on the list on Oct 21, 01:18 UTC.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 06:3411:1515:5620:3701:18 Oct 20, 06:34 UTC · #16Oct 20, 08:34 UTC · #13Oct 20, 10:35 UTC · #8Oct 20, 12:35 UTC · #7Oct 20, 13:16 UTC · #8Oct 20, 15:17 UTC · #7Oct 20, 17:17 UTC · #6Oct 20, 19:18 UTC · #6Oct 20, 21:18 UTC · #5Oct 20, 23:18 UTC · #5Oct 21, 01:18 UTC · #5

Last 14 days

Best rank per day (UTC).

Oct 14today

Metric history

Platform metric as reported by Hugging Face.

0275381 06:3411:1515:5620:3701:18 Oct 20, 06:34 UTC · 12Oct 20, 08:34 UTC · 20Oct 20, 10:35 UTC · 40Oct 20, 12:35 UTC · 56Oct 20, 13:16 UTC · 63Oct 20, 15:17 UTC · 71Oct 20, 17:17 UTC · 79Oct 20, 19:18 UTC · 80Oct 20, 21:18 UTC · 81Oct 20, 23:18 UTC · 81Oct 21, 01:18 UTC · 81

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