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Signalcrest
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topconfpaperfiguregallery

for ml researchers

Steadygithub
Signal score
19
as of 26d ago
Live items
1
Trajectory
⏳ Too early
needs a few more snapshots

Why this scored 19

every term, weighted
Velocity+1.1 / 40

Its fastest-moving item, measured against the pace of its own source

Acceleration+12.5 / 25

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25

How many independent communities its own items come from

Recency+8.2 / 10

Decays to zero over 14 days, counted from when we first saw it

Saturation penalty−3.0 / 30

Subtracted once something is big and old — sized by its biggest item, aged from when we first saw it

Composite18.8

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On an entity's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Signal history

7-day window (free)
Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

The evidence

The live items this entity's score aggregates — every community independently talking about it right now. This is the corroboration, shown, not claimed.

  1. 1
    0

    topconf-paper-figure-gallery — 3,516 curated Figure 1 / teasers from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2026), with tier badges and

    A curated gallery of conference paper figures helps researchers locate visual references quickly. · for ml researchers

    githubSteadydata−16 saturated29d ago