Pith Number

pith:VK7OKET7

pith:2016:VK7OKET7QGMSYLNILIW7K2GZTO

not attested not anchored not stored refs pending

One-Shot Generalization in Deep Generative Models

Daan Wierstra, Danilo Jimenez Rezende, Ivo Danihelka, Karol Gregor, Shakir Mohamed

arxiv:1603.05106 v2 · 2016-03-16 · stat.ML · cs.AI · 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{VK7OKET7QGMSYLNILIW7K2GZTO}

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	2026-05-18T01:13:39.681469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aabee5127f81992c2da85a2df568d99bbe4f3c68a6ac02975c32aa5fdf883be6

Aliases

arxiv: 1603.05106 · arxiv_version: 1603.05106v2 · doi: 10.48550/arxiv.1603.05106 · pith_short_12: VK7OKET7QGMS · pith_short_16: VK7OKET7QGMSYLNI · pith_short_8: VK7OKET7

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/VK7OKET7QGMSYLNILIW7K2GZTO \
  | 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: aabee5127f81992c2da85a2df568d99bbe4f3c68a6ac02975c32aa5fdf883be6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87ebeb6c954605e6ffad953ede2d7d419e9f0cbd1a4676a1b1b95856d3d04138",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-03-16T14:10:00Z",
    "title_canon_sha256": "d22dd85f59098f00475d2bd4c0a118f6be472def57c890c3fd74dab162dc233a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1603.05106",
    "kind": "arxiv",
    "version": 2
  }
}