Pith Number

pith:CFMUPKOA

pith:2018:CFMUPKOA5M55NPSAGMIKVDICEX

not attested not anchored not stored refs pending

MIWAE: Deep Generative Modelling and Imputation of Incomplete Data

Jes Frellsen, Pierre-Alexandre Mattei

arxiv:1812.02633 v2 · 2018-12-06 · stat.ML · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CFMUPKOA5M55NPSAGMIKVDICEX}

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

Latent Diffusion for Missing Data

Receipt and verification

First computed	2026-05-17T23:54:53.320572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

115947a9c0eb3bd6be403310aa8d0225ebab9606868f9c79af808883a1d07a1a

Aliases

arxiv: 1812.02633 · arxiv_version: 1812.02633v2 · doi: 10.48550/arxiv.1812.02633 · pith_short_12: CFMUPKOA5M55 · pith_short_16: CFMUPKOA5M55NPSA · pith_short_8: CFMUPKOA

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/CFMUPKOA5M55NPSAGMIKVDICEX \
  | 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: 115947a9c0eb3bd6be403310aa8d0225ebab9606868f9c79af808883a1d07a1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcc5f38297c7b294cbf29194ce370f55b4e8c677c044b8a3915a011350795dd4",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-12-06T16:14:17Z",
    "title_canon_sha256": "87008cb98ad84e0ba584be1b3fcf2b1b1bbec69b985fc69f0022989589041961"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02633",
    "kind": "arxiv",
    "version": 2
  }
}