Pith. sign in
Pith Number

pith:B2PU2M2Z

pith:2024:B2PU2M2ZNNHXIFXQ6X6ZP5JKNI
not attested not anchored not stored refs pending

Multimodal Infusion Tuning for Large Models

Hao Sun, Jiaqing Liu, Lanfen Lin, Xinyao Yu, Yen-Wei Chen, Yu Song

arxiv:2403.05060 v3 · 2024-03-08 · cs.MM · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B2PU2M2ZNNHXIFXQ6X6ZP5JKNI}

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 2026-07-05T08:44:12.517285Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0e9f4d33596b4f7416f0f5fd97f52a6a121160df9c85824da625580f30fefab7

Aliases

arxiv: 2403.05060 · arxiv_version: 2403.05060v3 · doi: 10.48550/arxiv.2403.05060 · pith_short_12: B2PU2M2ZNNHX · pith_short_16: B2PU2M2ZNNHXIFXQ · pith_short_8: B2PU2M2Z
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B2PU2M2ZNNHXIFXQ6X6ZP5JKNI \
  | 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: 0e9f4d33596b4f7416f0f5fd97f52a6a121160df9c85824da625580f30fefab7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a46dc5d8d8e5a2fb6a6a5f3c1ee1f97cb52ca8b52b1859eb2f43600fe35360ec",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2024-03-08T05:15:05Z",
    "title_canon_sha256": "89fc5ae69b3f6744733bebcffa3c9f06e7bedb22356add265b29b99c616f42eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05060",
    "kind": "arxiv",
    "version": 3
  }
}