pith. sign in
Pith Number

pith:YXKTIKVJ

pith:2026:YXKTIKVJV73BUWVUKMNWL6M2SA
not attested not anchored not stored refs pending

Scaling Multi-Reference Image Generation with Dynamic Reward Optimization

Gan Liu, Jing Cai, Junjie Wang, Mengfei Huang, Wenwang Huang, Yancheng He, Yulin Li, Yusen Fu, Zhuotao Tian

arxiv:2606.26947 v1 · 2026-06-25 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YXKTIKVJV73BUWVUKMNWL6M2SA}

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 2026-06-26T01:16:04.868725Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c5d5342aa9aff61a5ab4531b65f99a9026ea48d92531c2def089572a4b4bc7a8

Aliases

arxiv: 2606.26947 · arxiv_version: 2606.26947v1 · doi: 10.48550/arxiv.2606.26947 · pith_short_12: YXKTIKVJV73B · pith_short_16: YXKTIKVJV73BUWVU · pith_short_8: YXKTIKVJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YXKTIKVJV73BUWVUKMNWL6M2SA \
  | 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: c5d5342aa9aff61a5ab4531b65f99a9026ea48d92531c2def089572a4b4bc7a8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7f5feda2a4728ed093f567235951440152dcaa56cb80afbbaff5a7bc6bad4497",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-25T12:21:13Z",
    "title_canon_sha256": "a6dd7b4caf6f899ad15dea01e3ad2e8b47d5a77b619ef12c6308210f4652fd0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.26947",
    "kind": "arxiv",
    "version": 1
  }
}