Pith Number

pith:ZRO7NHOS

pith:2024:ZRO7NHOSOFCPCAJZJYI7J776I2

not attested not anchored not stored refs pending

Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation

Fei Deng, Feng Yang, Gang Li, Glenn Entis, Han Zhang, Innfarn Yoo, Irfan Essa, Jiahui Yu, Junfeng He, Junjie Ke, Qifei Wang, Sangpil Kim, Seung Hyun Lee, Yinxiao Li

arxiv:2401.05675 v2 · 2024-01-11 · 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{ZRO7NHOSOFCPCAJZJYI7J776I2}

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	2026-07-05T08:43:52.605480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc5df69dd27144f101394e11f4fffe46b05b88ea07c3c63be0f580af860d7099

Aliases

arxiv: 2401.05675 · arxiv_version: 2401.05675v2 · doi: 10.48550/arxiv.2401.05675 · pith_short_12: ZRO7NHOSOFCP · pith_short_16: ZRO7NHOSOFCPCAJZ · pith_short_8: ZRO7NHOS

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/ZRO7NHOSOFCPCAJZJYI7J776I2 \
  | 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: cc5df69dd27144f101394e11f4fffe46b05b88ea07c3c63be0f580af860d7099

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "685318e73b8d7c573bcfb9a0907d2177b6a33d16e6484ae216e645a29aea93d7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-11T05:36:36Z",
    "title_canon_sha256": "faa99f27c1a3a44c090a475af5be5d2e720441eb46bf01b218ce85719f42e95b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.05675",
    "kind": "arxiv",
    "version": 2
  }
}