Pith Number

pith:I3ABJOIW

pith:2024:I3ABJOIWQFDQ4C5X27IXNDZLZT

not attested not anchored not stored refs pending

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models

Gen Luo, Guannan Jiang, Hao Fei, Jiale Li, Jiayi Ji, Mingrui Wu, Oucheng Huang, Rongrong Ji, Xiaoshuai Sun, Xinyue Cai

arxiv:2407.21534 v6 · 2024-07-31 · 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{I3ABJOIWQFDQ4C5X27IXNDZLZT}

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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

1 paper in Pith

Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs

Receipt and verification

First computed	2026-07-05T09:57:44.507852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46c014b91681470e0bb7d7d1768f2bccfcff1e862e2b9482293ab9f3893aed29

Aliases

arxiv: 2407.21534 · arxiv_version: 2407.21534v6 · doi: 10.48550/arxiv.2407.21534 · pith_short_12: I3ABJOIWQFDQ · pith_short_16: I3ABJOIWQFDQ4C5X · pith_short_8: I3ABJOIW

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/I3ABJOIWQFDQ4C5X27IXNDZLZT \
  | 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: 46c014b91681470e0bb7d7d1768f2bccfcff1e862e2b9482293ab9f3893aed29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba3d31133129b1177b588098e5a31107dc500410141446d8e6265f9f50a6fa5f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-31T11:40:29Z",
    "title_canon_sha256": "a5014bf5f86fa38674da6367bd18c2c1e14e527a10d48bf8d296fac7838fa628"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.21534",
    "kind": "arxiv",
    "version": 6
  }
}