Pith Number

pith:CO6WANLB

pith:2021:CO6WANLBJOW6EWUNRI5E2J7UWT

not attested not anchored not stored refs pending

DeepFIB: Self-Imputation for Time Series Anomaly Detection

Minhao Liu, Qiang Xu, Zhijian Xu

arxiv:2112.06247 v1 · 2021-12-12 · 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{CO6WANLBJOW6EWUNRI5E2J7UWT}

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

NeuCoReClass AD: Redefining Self-Supervised Time Series Anomaly Detection

Receipt and verification

First computed	2026-07-05T03:40:11.881280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13bd6035614bade25a8d8a3a4d27f4b4f124b6b2bd07b6a214915963133b36d7

Aliases

arxiv: 2112.06247 · arxiv_version: 2112.06247v1 · doi: 10.48550/arxiv.2112.06247 · pith_short_12: CO6WANLBJOW6 · pith_short_16: CO6WANLBJOW6EWUN · pith_short_8: CO6WANLB

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/CO6WANLBJOW6EWUNRI5E2J7UWT \
  | 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: 13bd6035614bade25a8d8a3a4d27f4b4f124b6b2bd07b6a214915963133b36d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8371f355e53a0d1d1ce96590b5b63b07ce843fc5eb90e8aa9e71805ea3388937",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-12T14:28:06Z",
    "title_canon_sha256": "803b04b7a1be6cc2354e3eb2c3a191643977b5a55d65794f38cc756ee7e3d4c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.06247",
    "kind": "arxiv",
    "version": 1
  }
}