Pith Number

pith:2GKKGY6W

pith:2023:2GKKGY6W6Q66HLIG4BTNSYXKD2

not attested not anchored not stored refs pending

Ti-MAE: Self-Supervised Masked Time Series Autoencoders

Lujia Pan, Pengyun Wang, Zenglin Xu, Zhe Li, Zhongwen Rao

arxiv:2301.08871 v1 · 2023-01-21 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2GKKGY6W6Q66HLIG4BTNSYXKD2}

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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

7 papers in Pith

On the Role of Inductive Bias in Time-Series Pretraining: A Case Study in Learning Generalizable Representations for Clinical Time Series

Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

Universal Time-Series Representation Learning: A Survey

Martingale-Consistent Self-Supervised Learning

Learning Fingerprints for Medical Time Series with Redundancy-Constrained Information Maximization

Receipt and verification

First computed	2026-07-05T05:34:53.653365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d194a363d6f43de3ad06e066d962ea1e88888cfce4b5621cf59ea731c4ff46eb

Aliases

arxiv: 2301.08871 · arxiv_version: 2301.08871v1 · doi: 10.48550/arxiv.2301.08871 · pith_short_12: 2GKKGY6W6Q66 · pith_short_16: 2GKKGY6W6Q66HLIG · pith_short_8: 2GKKGY6W

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/2GKKGY6W6Q66HLIG4BTNSYXKD2 \
  | 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: d194a363d6f43de3ad06e066d962ea1e88888cfce4b5621cf59ea731c4ff46eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9093e71030870ad4c342fee09dcb5fa3dc1dbaf3c1aa83f3f74b8318f63e33af",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-21T03:20:23Z",
    "title_canon_sha256": "a426d15856bdec2a0fd510f935a6be6d80b234c71430dfe737f2d691e4fc000f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.08871",
    "kind": "arxiv",
    "version": 1
  }
}