Pith Number

pith:YGZYGKZY

pith:2016:YGZYGKZY3EB4WP37QWFS3MBG5L

not attested not anchored not stored refs pending

Deep Directed Generative Models with Energy-Based Probability Estimation

Taesup Kim, Yoshua Bengio

arxiv:1606.03439 v1 · 2016-06-10 · 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{YGZYGKZY3EB4WP37QWFS3MBG5L}

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

Contrastive Residual Energy Test-time Adaptation

Receipt and verification

First computed	2026-05-18T01:12:36.886657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1b3832b38d903cb3f7f858b2db026eac009cae240a4ecf2f22d8bc873bcb484

Aliases

arxiv: 1606.03439 · arxiv_version: 1606.03439v1 · doi: 10.48550/arxiv.1606.03439 · pith_short_12: YGZYGKZY3EB4 · pith_short_16: YGZYGKZY3EB4WP37 · pith_short_8: YGZYGKZY

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/YGZYGKZY3EB4WP37QWFS3MBG5L \
  | 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: c1b3832b38d903cb3f7f858b2db026eac009cae240a4ecf2f22d8bc873bcb484

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fec22309e2ee85ea2cf83c04410d5b891c44866d272d0347640bd8ae892921b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-06-10T19:42:57Z",
    "title_canon_sha256": "c42db24386236f5dad4b734bc6deaccbca69b29fd3bef66cd4830c1a1d1338cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.03439",
    "kind": "arxiv",
    "version": 1
  }
}