Pith Number

pith:KH3XCHCJ

pith:2023:KH3XCHCJCT4QGO3P4NS5HBSNNF

not attested not anchored not stored refs pending

One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data

Enver Sangineto, Fabrizio Garuti, Lorenzo Forni, Rita Cucchiara, Simone Luetto

arxiv:2302.06375 v4 · 2023-02-13 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KH3XCHCJCT4QGO3P4NS5HBSNNF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Universal Time-Series Representation Learning: A Survey

Receipt and verification

First computed	2026-07-05T10:58:12.232609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51f7711c4914f9033b6fe365d3864d696a51ba3e9e15b5a718a82e5d6c8b73cd

Aliases

arxiv: 2302.06375 · arxiv_version: 2302.06375v4 · doi: 10.48550/arxiv.2302.06375 · pith_short_12: KH3XCHCJCT4Q · pith_short_16: KH3XCHCJCT4QGO3P · pith_short_8: KH3XCHCJ

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/KH3XCHCJCT4QGO3P4NS5HBSNNF \
  | 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: 51f7711c4914f9033b6fe365d3864d696a51ba3e9e15b5a718a82e5d6c8b73cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0f892db89ef0fe33730ea818e80ba29d5463326a8f69670a89a998190ed4a4b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-13T14:08:40Z",
    "title_canon_sha256": "c1cd0dcd414cd29f8804f54e7f63536d0e7bfdbaaf58649524c9326d4aa25932"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06375",
    "kind": "arxiv",
    "version": 4
  }
}