Pith Number

pith:EQX4C75X

pith:2018:EQX4C75X7CF2Y6Q5WTWWMMCHII

not attested not anchored not stored refs pending

Learning Deep Generative Models of Graphs

Chris Dyer, Oriol Vinyals, Peter Battaglia, Razvan Pascanu, Yujia Li

arxiv:1803.03324 v1 · 2018-03-08 · 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{EQX4C75X7CF2Y6Q5WTWWMMCHII}

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

Building Deep Graph Predictors with Graph Imitation Learning

PlantPose: Universal Plant Skeleton Estimation via Tree-constrained Graph Generation

Dependency-Aware Discrete Diffusion for Scene Graph Generation

When Graph Language Models Go Beyond Memorization

Receipt and verification

First computed	2026-05-18T00:21:39.972183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

242fc17fb7f88bac7a1db4ed6630474229e7406c85a3193d1c0d00f4165049da

Aliases

arxiv: 1803.03324 · arxiv_version: 1803.03324v1 · doi: 10.48550/arxiv.1803.03324 · pith_short_12: EQX4C75X7CF2 · pith_short_16: EQX4C75X7CF2Y6Q5 · pith_short_8: EQX4C75X

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/EQX4C75X7CF2Y6Q5WTWWMMCHII \
  | 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: 242fc17fb7f88bac7a1db4ed6630474229e7406c85a3193d1c0d00f4165049da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6254c0f4ffcaa169fa66a9e33d02929a1550e004a2d3d803e373c7bdcc25b5d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-08T22:20:00Z",
    "title_canon_sha256": "a492a0369df461efa9cb2a7ce75596fdd198cd88974bacccf1835175ca3604e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.03324",
    "kind": "arxiv",
    "version": 1
  }
}