Pith Number

pith:676DMMQM

pith:2016:676DMMQMU5C4EI3QTWPON32V53

not attested not anchored not stored refs pending

On the Quantitative Analysis of Decoder-Based Generative Models

Roger Grosse, Ruslan Salakhutdinov, Yuhuai Wu, Yuri Burda

arxiv:1611.04273 v2 · 2016-11-14 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{676DMMQMU5C4EI3QTWPON32V53}

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.

Receipt and verification

First computed	2026-05-18T00:42:51.480893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7fc36320ca745c223709d9ee6ef55eeec45dad67d509f8c61b4dc2f2ef90c48

Aliases

arxiv: 1611.04273 · arxiv_version: 1611.04273v2 · doi: 10.48550/arxiv.1611.04273 · pith_short_12: 676DMMQMU5C4 · pith_short_16: 676DMMQMU5C4EI3Q · pith_short_8: 676DMMQM

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/676DMMQMU5C4EI3QTWPON32V53 \
  | 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: f7fc36320ca745c223709d9ee6ef55eeec45dad67d509f8c61b4dc2f2ef90c48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "785278bf53f3661a87efe068fb663a198ff492e22d1ab16da844f7cd12d9eca7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-11-14T07:36:22Z",
    "title_canon_sha256": "6bf1c9aa1a0e3b5d12922f2ee194eb15ecc3d59be824c8e485c96e6d6680531f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.04273",
    "kind": "arxiv",
    "version": 2
  }
}