Pith Number

pith:BLYOYAUD

pith:2024:BLYOYAUDPCOAZBAL4KLXXBQXCN

not attested not anchored not stored refs pending

Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review

CNRS, Davide Carbone (1) ((1) Laboratoire de Physique de l'Ecole Normale Sup\'erieure, ENS Universit\'e PSL, Paris), Sorbonne Universit\'e, Universit\'e de Paris

arxiv:2406.13661 v2 · 2024-06-19 · cs.LG · math-ph · math.MP · physics.app-ph · physics.data-an

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BLYOYAUDPCOAZBAL4KLXXBQXCN}

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

2 papers in Pith

Diffusion and Flow Matching Models for Tabular Data: A Survey

Energy-based models for diagnostic reconstruction and analysis in a laboratory plasma device

Receipt and verification

First computed	2026-07-05T11:06:21.962797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0af0ec0283789c0c840be2977b8617136443f1b30a418fff6d55c78e1a46c52e

Aliases

arxiv: 2406.13661 · arxiv_version: 2406.13661v2 · doi: 10.48550/arxiv.2406.13661 · pith_short_12: BLYOYAUDPCOA · pith_short_16: BLYOYAUDPCOAZBAL · pith_short_8: BLYOYAUD

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/BLYOYAUDPCOAZBAL4KLXXBQXCN \
  | 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: 0af0ec0283789c0c840be2977b8617136443f1b30a418fff6d55c78e1a46c52e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "981b72673506107d3d7538c9344fd30bad110f38b76b6b262a5a8f3a8d52c4ff",
    "cross_cats_sorted": [
      "math-ph",
      "math.MP",
      "physics.app-ph",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-19T16:08:00Z",
    "title_canon_sha256": "b6d065f0df07f489d7fd14377af650a027e33d05bfc8abce52a7495280d293aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13661",
    "kind": "arxiv",
    "version": 2
  }
}