Pith Number

pith:QGYNBJY2

pith:2023:QGYNBJY2MFV6HQJDCY2EI2TC25

not attested not anchored not stored refs pending

Meta-Transformer: A Unified Framework for Multimodal Learning

Hongsheng Li, Kaipeng Zhang, Kaixiong Gong, Wanli Ouyang, Xiangyu Yue, Yiyuan Zhang, Yu Qiao

arxiv:2307.10802 v1 · 2023-07-20 · cs.CV · cs.AI · cs.CL · cs.LG · cs.MM

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\usepackage{pith}
\pithnumber{QGYNBJY2MFV6HQJDCY2EI2TC25}

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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

6 papers in Pith

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MedMIX: Modality-Internal Expert Fusion for Multimodal Medical Diagnosis

CodeBind: Decoupled Representation Learning for Multimodal Alignment with Unified Compositional Codebook

PiERN: Token-Level Routing for Integrating High-Precision Computation and Reasoning

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

Receipt and verification

First computed	2026-07-05T06:33:10.276962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81b0d0a71a616be3c1231634446a62d764799f9585059aae50724d866fe831bf

Aliases

arxiv: 2307.10802 · arxiv_version: 2307.10802v1 · doi: 10.48550/arxiv.2307.10802 · pith_short_12: QGYNBJY2MFV6 · pith_short_16: QGYNBJY2MFV6HQJD · pith_short_8: QGYNBJY2

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/QGYNBJY2MFV6HQJDCY2EI2TC25 \
  | 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: 81b0d0a71a616be3c1231634446a62d764799f9585059aae50724d866fe831bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1971519404a6c2858dbc6a1ccb161b1918cfc86777f94ba40e9646417faf2c9c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-20T12:10:29Z",
    "title_canon_sha256": "4f6198f57f2568f824855782b0d9de01c8f99cb3a15fd61df877d974232aad06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10802",
    "kind": "arxiv",
    "version": 1
  }
}