Pith Number

pith:XD5TS7Z7

pith:2019:XD5TS7Z76TKPVTTQN2EG3X3C2P

not attested not anchored not stored refs pending

Latent ODEs for Irregularly-Sampled Time Series

David Duvenaud, Ricky T. Q. Chen, Yulia Rubanova

arxiv:1907.03907 v1 · 2019-07-08 · 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{XD5TS7Z76TKPVTTQN2EG3X3C2P}

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

4 papers in Pith

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

Universal Differential Equations for Scientific Machine Learning

Neural CDEs as Correctors for Learned Time Series Models

RT-Transformer: The Transformer Block as a Spherical State Estimator

Receipt and verification

First computed	2026-05-17T23:41:06.438968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8fb397f3ff4d4face706e886ddf62d3f4598ef3848c3178be9f9275e545edb1

Aliases

arxiv: 1907.03907 · arxiv_version: 1907.03907v1 · doi: 10.48550/arxiv.1907.03907 · pith_short_12: XD5TS7Z76TKP · pith_short_16: XD5TS7Z76TKPVTTQ · pith_short_8: XD5TS7Z7

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/XD5TS7Z76TKPVTTQN2EG3X3C2P \
  | 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: b8fb397f3ff4d4face706e886ddf62d3f4598ef3848c3178be9f9275e545edb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a296a3160b9d63fa8c8c4015f6aa9d5649a8a41d86dfc7c1e6969920b7f29de",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-08T23:21:32Z",
    "title_canon_sha256": "394d1100f5c5b60a42af752f16ce4d699c2833e3b2ce0fa8eddef8e2794df121"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.03907",
    "kind": "arxiv",
    "version": 1
  }
}