Pith Number

pith:SEIDSVOD

pith:2023:SEIDSVODUEIN4BJWIGGMSONN3M

not attested not anchored not stored refs pending

Your time series is worth a binary image: machine vision assisted deep framework for time series forecasting

Luoxiao Yang, Xinqi Fan, Zijun Zhang

arxiv:2302.14390 v1 · 2023-02-28 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SEIDSVODUEIN4BJWIGGMSONN3M}

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

PRISM: Powerful Time Series to Image (TS2I) Representations for Multivariate Anomaly Detection

Receipt and verification

First computed	2026-07-05T05:46:44.736646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91103955c3a110de0536418cc939addb1b7610753b4356c180f47d87bdda5ee9

Aliases

arxiv: 2302.14390 · arxiv_version: 2302.14390v1 · doi: 10.48550/arxiv.2302.14390 · pith_short_12: SEIDSVODUEIN · pith_short_16: SEIDSVODUEIN4BJW · pith_short_8: SEIDSVOD

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/SEIDSVODUEIN4BJWIGGMSONN3M \
  | 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: 91103955c3a110de0536418cc939addb1b7610753b4356c180f47d87bdda5ee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "970e7d4983dd2abd8ed9c325ac981ced6bc1b9cf3e40a7aea8e518d7139d1517",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-28T08:17:50Z",
    "title_canon_sha256": "acd0684dd93bdc597fcd6044d85c877803264239221e98453db3913728d87f3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.14390",
    "kind": "arxiv",
    "version": 1
  }
}