Pith Number

pith:K5OEA4X6

pith:2022:K5OEA4X6O2PIZSNJEEJRUVO3CA

not attested not anchored not stored refs pending

A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model

Jianwen Xie, Jun Li, Ping Li, Yaxuan Zhu

arxiv:2205.06924 v1 · 2022-05-13 · 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{K5OEA4X6O2PIZSNJEEJRUVO3CA}

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

Text to Image Generation and Editing: A Survey

Receipt and verification

First computed	2026-07-05T04:23:10.038376Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

575c4072fe769e8cc9a921131a55db10388ab19b25bf6650ae34f26cb6b77ccd

Aliases

arxiv: 2205.06924 · arxiv_version: 2205.06924v1 · doi: 10.48550/arxiv.2205.06924 · pith_short_12: K5OEA4X6O2PI · pith_short_16: K5OEA4X6O2PIZSNJ · pith_short_8: K5OEA4X6

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/K5OEA4X6O2PIZSNJEEJRUVO3CA \
  | 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: 575c4072fe769e8cc9a921131a55db10388ab19b25bf6650ae34f26cb6b77ccd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c56fd756d532912bdfc329bb9e40082e12671efdf4969c9b3693e952cf6df99",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-05-13T23:12:38Z",
    "title_canon_sha256": "361033722ca851c6730a99211ced05700e6b53204dc002bf5eb52a8858db0888"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.06924",
    "kind": "arxiv",
    "version": 1
  }
}