Pith Number

pith:ZQ2YKKWI

pith:2016:ZQ2YKKWIHRPLD3M3I6O4LI2LNC

not attested not anchored not stored refs pending

Discriminative Regularization for Generative Models

Aaron Courville, Alex Lamb, Vincent Dumoulin

arxiv:1602.03220 v4 · 2016-02-09 · stat.ML · 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{ZQ2YKKWIHRPLD3M3I6O4LI2LNC}

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	2026-05-18T01:20:49.980565Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc35852ac83c5eb1ed9b479dc5a34b68a540ca77be8b97e5d00224e148211dfe

Aliases

arxiv: 1602.03220 · arxiv_version: 1602.03220v4 · doi: 10.48550/arxiv.1602.03220 · pith_short_12: ZQ2YKKWIHRPL · pith_short_16: ZQ2YKKWIHRPLD3M3 · pith_short_8: ZQ2YKKWI

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/ZQ2YKKWIHRPLD3M3I6O4LI2LNC \
  | 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: cc35852ac83c5eb1ed9b479dc5a34b68a540ca77be8b97e5d00224e148211dfe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "436c67d297332ec656dbc2d83766dff62c478f625373a9e31fa3c319a489784f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-02-09T23:35:18Z",
    "title_canon_sha256": "93061d9d0678c393df53d77c16f1f4db8e7e75312266909dcccd1bc3c8703754"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1602.03220",
    "kind": "arxiv",
    "version": 4
  }
}