Pith Number

pith:252L7IXV

pith:2018:252L7IXVKV2FCSNHZXMCYT2QOA

not attested not anchored not stored refs pending

Bias and Generalization in Deep Generative Models: An Empirical Study

Arianna Yuan, Hongyu Ren, Jiaming Song, Noah Goodman, Shengjia Zhao, Stefano Ermon

arxiv:1811.03259 v1 · 2018-11-08 · 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{252L7IXVKV2FCSNHZXMCYT2QOA}

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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.

Receipt and verification

First computed	2026-05-18T00:01:17.133074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d774bfa2f555745149a7cdd82c4f5070361ff7cca4be01bf072e167e5af96795

Aliases

arxiv: 1811.03259 · arxiv_version: 1811.03259v1 · doi: 10.48550/arxiv.1811.03259 · pith_short_12: 252L7IXVKV2F · pith_short_16: 252L7IXVKV2FCSNH · pith_short_8: 252L7IXV

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/252L7IXVKV2FCSNHZXMCYT2QOA \
  | 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: d774bfa2f555745149a7cdd82c4f5070361ff7cca4be01bf072e167e5af96795

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5952d2995e4eedbfc086c6991f9ea9e658c5163bbc2ce6dfac373370f94c49af",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-08T04:15:28Z",
    "title_canon_sha256": "51fe147ebb1309862ce1614c03dd0a7b5251d2c40108dae33688323594164a18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.03259",
    "kind": "arxiv",
    "version": 1
  }
}