Pith Number

pith:ZAKNLGD2

pith:2025:ZAKNLGD2YQFUOJIB7UI32TXFHU

not attested not anchored not stored refs pending

UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Mike Zheng Shou, Weijia Mao, Zhenheng Yang

arxiv:2505.23380 v1 · 2025-05-29 · 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{ZAKNLGD2YQFUOJIB7UI32TXFHU}

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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

3 papers in Pith

Ask, Solve, Generate: Self-Evolving Unified Multimodal Understanding and Generation via Self-Consistency Rewards

Toward Native Multimodal Modeling: A Roadmap

LatentUMM: Dual Latent Alignment for Unified Multimodal Models

Receipt and verification

First computed	2026-07-05T11:12:00.726065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c814d5987ac40b472501fd11bd4ee53d07720c7ffd55fad8eb835aa74985969e

Aliases

arxiv: 2505.23380 · arxiv_version: 2505.23380v1 · doi: 10.48550/arxiv.2505.23380 · pith_short_12: ZAKNLGD2YQFU · pith_short_16: ZAKNLGD2YQFUOJIB · pith_short_8: ZAKNLGD2

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/ZAKNLGD2YQFUOJIB7UI32TXFHU \
  | 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: c814d5987ac40b472501fd11bd4ee53d07720c7ffd55fad8eb835aa74985969e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b52288b12ce73c1590e97b9b2324266c60e0ce0d120c900ba417d1c413547c4a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-29T12:00:15Z",
    "title_canon_sha256": "389e1b618202f02a9ad9a762b13870f78e028e99392c22bbd77d11e0560a3bc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23380",
    "kind": "arxiv",
    "version": 1
  }
}