Pith Number

pith:YINVLGZL

pith:2025:YINVLGZLH23ZIWV5OU5VHDGWCY

not attested not anchored not stored refs pending

SUDER: Self-Improving Unified Large Multimodal Models for Understanding and Generation with Dual Self-Rewards

Guanzhong Wang, Ji-Rong Wen, Jixiang Hong, Rui Yan, Yi Liu, Yiran Zhang

arxiv:2506.07963 v3 · 2025-06-09 · cs.AI · cs.CL · 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{YINVLGZLH23ZIWV5OU5VHDGWCY}

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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

2 papers in Pith

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

A Survey of Reinforcement Learning for Large Reasoning Models

Receipt and verification

First computed	2026-07-05T12:06:48.372861Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c21b559b2b3eb7945abd753b538cd6162b1ed288a23b808241c116a5ebefb194

Aliases

arxiv: 2506.07963 · arxiv_version: 2506.07963v3 · doi: 10.48550/arxiv.2506.07963 · pith_short_12: YINVLGZLH23Z · pith_short_16: YINVLGZLH23ZIWV5 · pith_short_8: YINVLGZL

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/YINVLGZLH23ZIWV5OU5VHDGWCY \
  | 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: c21b559b2b3eb7945abd753b538cd6162b1ed288a23b808241c116a5ebefb194

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6fdfc510d60f43c481ec38a085b53db554f791e136652ec99d47b48e757c935",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-09T17:38:45Z",
    "title_canon_sha256": "eacee94a89536a9fbeef33e25e6967703dd9e8bc78390f0821bead640bdb875c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07963",
    "kind": "arxiv",
    "version": 3
  }
}