Pith Number

pith:MRYNW2MA

pith:2024:MRYNW2MAX554437EAC6PNBEAOF

not attested not anchored not stored refs pending

Modality-Fair Preference Optimization for Trustworthy MLLM Alignment

Jian Wu, Qinglin He, Ruizhe Chen, Songtao Jiang, Tianxiang Hu, Yang Feng, Yan Zhang, Yeying Jin, Zuozhu Liu

arxiv:2410.15334 v2 · 2024-10-20 · 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{MRYNW2MAX554437EAC6PNBEAOF}

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.

Cited by

2 papers in Pith

Vision-driven Preference Synthesis for Mitigating Hallucinations in VLMs

Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination

Receipt and verification

First computed	2026-07-05T11:16:52.051549Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6470db6980bf7bce6fe400bcf68480714163c64c994edea45a1eb53291229134

Aliases

arxiv: 2410.15334 · arxiv_version: 2410.15334v2 · doi: 10.48550/arxiv.2410.15334 · pith_short_12: MRYNW2MAX554 · pith_short_16: MRYNW2MAX554437E · pith_short_8: MRYNW2MA

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/MRYNW2MAX554437EAC6PNBEAOF \
  | 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: 6470db6980bf7bce6fe400bcf68480714163c64c994edea45a1eb53291229134

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8b22c8c342d0493d0475db174043fd19043c1b7403e9323344c0c95f1a148ac",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-20T08:56:52Z",
    "title_canon_sha256": "f371803d46b66cb74eb2b1bf63f4ebea2d9c9f3ed9f45bea340ecbc78e99a30f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15334",
    "kind": "arxiv",
    "version": 2
  }
}