Pith Number

pith:OSWLAZ4W

pith:2024:OSWLAZ4W4BGGOSY4WENT743CMV

not attested not anchored not stored refs pending

User-friendly Foundation Model Adapters for Multivariate Time Series Classification

Ievgen Redko, Malik Tiomoko, Romain Ilbert, Themis Palpanas, Vasilii Feofanov

arxiv:2409.12264 v1 · 2024-09-18 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OSWLAZ4W4BGGOSY4WENT743CMV}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting

Receipt and verification

First computed	2026-07-05T09:08:50.839417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74acb06796e04c674b1cb11b3ff362654fb57393abcd6748ca756d0fe5ab2ed2

Aliases

arxiv: 2409.12264 · arxiv_version: 2409.12264v1 · doi: 10.48550/arxiv.2409.12264 · pith_short_12: OSWLAZ4W4BGG · pith_short_16: OSWLAZ4W4BGGOSY4 · pith_short_8: OSWLAZ4W

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/OSWLAZ4W4BGGOSY4WENT743CMV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 74acb06796e04c674b1cb11b3ff362654fb57393abcd6748ca756d0fe5ab2ed2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2428e987aeb8d43a8d62e3583cd2d6e3dd09ec46c2d3f21007b09da5a95b5f6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-18T18:50:20Z",
    "title_canon_sha256": "3265a61e99ac308ce4a10a4923456ca8ed9e4757d95cbdedfd4f44d88bef431d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12264",
    "kind": "arxiv",
    "version": 1
  }
}