Pith Number

pith:C4DD2HID

pith:2018:C4DD2HID7LZI4ETHKMUDJHBFO5

not attested not anchored not stored refs pending

Learning Implicit Generative Models with the Method of Learned Moments

Mihaela Rosca, Oriol Vinyals, Shakir Mohamed, Suman Ravuri

arxiv:1806.11006 v1 · 2018-06-28 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C4DD2HID7LZI4ETHKMUDJHBFO5}

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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

Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed

Receipt and verification

First computed	2026-05-18T00:12:07.289233Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17063d1d03faf28e12675328349c257748f3cac0c9800712fbae71fedcb3282e

Aliases

arxiv: 1806.11006 · arxiv_version: 1806.11006v1 · doi: 10.48550/arxiv.1806.11006 · pith_short_12: C4DD2HID7LZI · pith_short_16: C4DD2HID7LZI4ETH · pith_short_8: C4DD2HID

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/C4DD2HID7LZI4ETHKMUDJHBFO5 \
  | 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: 17063d1d03faf28e12675328349c257748f3cac0c9800712fbae71fedcb3282e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "911baa24cb9f10bd10e43c080452b6dbfae77da15a74b4101bc17c95473d31f1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-28T14:30:26Z",
    "title_canon_sha256": "0bcb05f4bfda8b87f8a77835982e8b023134906bf41919cd8a0a19e5a06852dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.11006",
    "kind": "arxiv",
    "version": 1
  }
}