Pith Number

pith:QOJERMA3

pith:2021:QOJERMA3G4IWILSNJRKWQ27EE2

not attested not anchored not stored refs pending

Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting

Heejoo Shin, Noseong Park, Seoyoung Hong, Sheo Yon Jhin, Solhee Park

arxiv:2109.01876 v3 · 2021-09-04 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QOJERMA3G4IWILSNJRKWQ27EE2}

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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

1 paper in Pith

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation

Receipt and verification

First computed	2026-07-05T03:32:16.712328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

839248b01b3711642e4d4c55686be426b92b97f31bd852f56a875075f9476ddf

Aliases

arxiv: 2109.01876 · arxiv_version: 2109.01876v3 · doi: 10.48550/arxiv.2109.01876 · pith_short_12: QOJERMA3G4IW · pith_short_16: QOJERMA3G4IWILSN · pith_short_8: QOJERMA3

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/QOJERMA3G4IWILSNJRKWQ27EE2 \
  | 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: 839248b01b3711642e4d4c55686be426b92b97f31bd852f56a875075f9476ddf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "429d2799f5531ef78519df6fdd5b19d279d2437b3c7f74c87e781cbaf7ec488a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-04T14:17:01Z",
    "title_canon_sha256": "b9690d186f43429c245bbe8a0d211a1739710e5995c961b4b7d57c0f1e380c54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.01876",
    "kind": "arxiv",
    "version": 3
  }
}