Pith Number

pith:RZ3SUD64

pith:2024:RZ3SUD64QWFZFOJ3L2NPHM5YDI

not attested not anchored not stored refs pending

Large-scale Reinforcement Learning for Diffusion Models

Dmitry Kislyuk, Eric Tzeng, Yilun Du, Yinan Zhang

arxiv:2401.12244 v1 · 2024-01-20 · cs.CV · cs.AI · 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{RZ3SUD64QWFZFOJ3L2NPHM5YDI}

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	2026-07-05T07:36:27.755844Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e772a0fdc858b92b93b5e9af3b3b81a3bc38cc777db03cd443fbdfb4af9a087

Aliases

arxiv: 2401.12244 · arxiv_version: 2401.12244v1 · doi: 10.48550/arxiv.2401.12244 · pith_short_12: RZ3SUD64QWFZ · pith_short_16: RZ3SUD64QWFZFOJ3 · pith_short_8: RZ3SUD64

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/RZ3SUD64QWFZFOJ3L2NPHM5YDI \
  | 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: 8e772a0fdc858b92b93b5e9af3b3b81a3bc38cc777db03cd443fbdfb4af9a087

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "049a1c8f6a4847e57acd04b955cfbe1d31f5702fd16ffec4a92e9a58bea52fc7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-20T08:10:43Z",
    "title_canon_sha256": "1b63c6ca077425b2d6608448ac43dd974834caacadee95c8a6d9b800d01ca3ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12244",
    "kind": "arxiv",
    "version": 1
  }
}