Pith Number

pith:QAFZJGFF

pith:2024:QAFZJGFFUSPQ7ASLTMB7NMXLKW

not attested not anchored not stored refs pending

Amortizing intractable inference in diffusion models for vision, language, and control

Alexandre Adam, Emmanuel Bengio, Glen Berseth, Jarrid Rector-Brooks, Luca Scimeca, Luke Rowe, Marcin Sendera, Minsu Kim, Mohsin Hasan, Moksh Jain, Nikolay Malkin, Pablo Lemos, Sarthak Mittal, Siddarth Venkatraman, Yoshua Bengio

arxiv:2405.20971 v2 · 2024-05-31 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QAFZJGFFUSPQ7ASLTMB7NMXLKW}

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

Scaling Diffusion Language Models via Adaptation from Autoregressive Models

Factual and Edit-Sensitive Graph-to-Sequence Generation via Graph-Aware Adaptive Noising

Receipt and verification

First computed	2026-07-05T09:59:47.951386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

800b9498a5a49f0f824b9b03f6b2eb55a103c07426f10d0f46c7603fbe5fa4bc

Aliases

arxiv: 2405.20971 · arxiv_version: 2405.20971v2 · doi: 10.48550/arxiv.2405.20971 · pith_short_12: QAFZJGFFUSPQ · pith_short_16: QAFZJGFFUSPQ7ASL · pith_short_8: QAFZJGFF

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/QAFZJGFFUSPQ7ASLTMB7NMXLKW \
  | 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: 800b9498a5a49f0f824b9b03f6b2eb55a103c07426f10d0f46c7603fbe5fa4bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b00b5f7c3157672f03abc772bedb98c8a27a9216382877f646550988f21f2b3",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-31T16:18:46Z",
    "title_canon_sha256": "cc9dc20afe3aef4f89ab832986976681daaec449e3586538be4f5b9dbb0bed55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20971",
    "kind": "arxiv",
    "version": 2
  }
}