Pith Number

pith:22PYNDU6

pith:2024:22PYNDU6FY5RPNEL4DS5I3AL5R

not attested not anchored not stored refs pending

MOMENT: A Family of Open Time-series Foundation Models

Arjun Choudhry, Artur Dubrawski, Konrad Szafer, Mononito Goswami, Shuo Li, Yifu Cai

arxiv:2402.03885 v3 · 2024-02-06 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{22PYNDU6FY5RPNEL4DS5I3AL5R}

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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

34 papers in Pith

Zeus: Towards Tuning-Free Foundation Model for Time Series Analysis

Probabilistic Low-Voltage Peak Load Forecasting with Time Series Foundation Models Evaluated on Application-Oriented Metrics

LakeFM: Toward a Foundation Model for Aquatic Ecosystems Using Irregular Multivariate Multi-depth Time Series Data

EVOTS: Evolutionary Transformer Search for Time Series Forecasting

LeNEPA: No-Augmentation Next-Latent Prediction for Time-Series Representation Learning

Receipt and verification

First computed	2026-07-05T09:18:22.801262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d69f868e9e2e3b17b48be0e5d46c0bec43382a9f56b4cff1143af7e48c8c7c7a

Aliases

arxiv: 2402.03885 · arxiv_version: 2402.03885v3 · doi: 10.48550/arxiv.2402.03885 · pith_short_12: 22PYNDU6FY5R · pith_short_16: 22PYNDU6FY5RPNEL · pith_short_8: 22PYNDU6

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/22PYNDU6FY5RPNEL4DS5I3AL5R \
  | 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: d69f868e9e2e3b17b48be0e5d46c0bec43382a9f56b4cff1143af7e48c8c7c7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "586095873b1de55d67188cbe9de4f5ab9530c9021139c0f1efc349a2bb1f1fca",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-06T10:48:46Z",
    "title_canon_sha256": "c9b48ced4adb711beb787bf12a34cce39316b98f039082b7b31c45406a02edf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03885",
    "kind": "arxiv",
    "version": 3
  }
}