Pith Number

pith:MERUZSDQ

pith:2024:MERUZSDQIKPMTN6VW44DFEX3TA

not attested not anchored not stored refs pending

Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series

Arindam Jati, Chandra Reddy, Jayant Kalagnanam, Nam H. Nguyen, Pankaj Dayama, Sumanta Mukherjee, Vijay Ekambaram, Wesley M. Gifford

arxiv:2401.03955 v8 · 2024-01-08 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{MERUZSDQIKPMTN6VW44DFEX3TA}

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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

6 papers in Pith

RhyMix: A Lightweight Adaptive Multi-Rhythm Network for Long-Term Time Series Forecasting

TimeRouter: Efficient and Adaptive Routing of Time-Series Foundation Models

Triplet Feature Fusion for Equipment Anomaly Prediction : An Open-Source Methodology Using Small Foundation Models

MICA: Multivariate Infini Compressive Attention for Time Series Forecasting

Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring

Receipt and verification

First computed	2026-07-05T09:32:05.151493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61234cc870429ec9b7d5b7383292fb983ef820affd55c51ec2bfe2ba36322f71

Aliases

arxiv: 2401.03955 · arxiv_version: 2401.03955v8 · doi: 10.48550/arxiv.2401.03955 · pith_short_12: MERUZSDQIKPM · pith_short_16: MERUZSDQIKPMTN6V · pith_short_8: MERUZSDQ

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/MERUZSDQIKPMTN6VW44DFEX3TA \
  | 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: 61234cc870429ec9b7d5b7383292fb983ef820affd55c51ec2bfe2ba36322f71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d479d769bb488a18ed44504316f8ec50e037f2bf2cb68343e8f7fbbdc8548e8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-08T15:21:21Z",
    "title_canon_sha256": "ddfce9f1210c4f0adadebe2b009462686bfa9adf5f7a56fa58a3633c76cc5419"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.03955",
    "kind": "arxiv",
    "version": 8
  }
}