Pith Number

pith:GTQKPWLZ

pith:2026:GTQKPWLZFJMODBOE6A2SFKAS5A

not attested not anchored not stored refs pending

Multi-Axis Max@K Reinforcement Learning for Representative Diversity in Text-to-Image Generation

Hiroki Furuta, Ku Onoda, Paavo Parmas, Shohei Taniguchi, Soichiro Nishimori, Yutaka Matsuo, Yuta Oshima

arxiv:2607.14962 v1 · 2026-07-16 · cs.LG · cs.AI · 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{GTQKPWLZFJMODBOE6A2SFKAS5A}

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	2026-07-17T01:22:01.259312Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34e0a7d9792a58e185c4f03522a812e8398ed3ed1bd572d2e38a55ae8c0ffb25

Aliases

arxiv: 2607.14962 · arxiv_version: 2607.14962v1 · doi: 10.48550/arxiv.2607.14962 · pith_short_12: GTQKPWLZFJMO · pith_short_16: GTQKPWLZFJMODBOE · pith_short_8: GTQKPWLZ

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/GTQKPWLZFJMODBOE6A2SFKAS5A \
  | 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: 34e0a7d9792a58e185c4f03522a812e8398ed3ed1bd572d2e38a55ae8c0ffb25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a69a69981dda5a2b18414758d66e66e34dbf7ff6deb01ca47f9455bbd4e75aad",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-16T13:14:21Z",
    "title_canon_sha256": "6bc6912aaeabec64e048fecf4f42814edf67a78414b1afd165699dded630fdc1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14962",
    "kind": "arxiv",
    "version": 1
  }
}