Pith Number

pith:JMFMACRY

pith:2024:JMFMACRYRWHZTMAAVBMP4GT44K

not attested not anchored not stored refs pending

What matters when building vision-language models?

Hugo Lauren\c{c}on, L\'eo Tronchon, Matthieu Cord, Victor Sanh

arxiv:2405.02246 v1 · 2024-05-03 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JMFMACRYRWHZTMAAVBMP4GT44K}

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

25 papers in Pith

ESC: Emotional Self-Correction for Reliable Vision-Language Models

Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning

Vision Language Model Helps Private Information De-Identification in Vision Data

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges

Retrieved Images as Visual Thought: Training-Free Multimodal In-Context Learning for the Open-vs-Closed Gap

Receipt and verification

First computed	2026-07-05T08:15:08.817931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b0ac00a388d8f99b000a858fe1a7ce28414943933cd7d2dba8323c97733eb1a

Aliases

arxiv: 2405.02246 · arxiv_version: 2405.02246v1 · doi: 10.48550/arxiv.2405.02246 · pith_short_12: JMFMACRYRWHZ · pith_short_16: JMFMACRYRWHZTMAA · pith_short_8: JMFMACRY

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/JMFMACRYRWHZTMAAVBMP4GT44K \
  | 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: 4b0ac00a388d8f99b000a858fe1a7ce28414943933cd7d2dba8323c97733eb1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "875c63e21164f8796287b682c6a14d70baa67c2e0208a37378b83bcd75efdd18",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-03T17:00:00Z",
    "title_canon_sha256": "8536d4f5b642eecfa0533c9714f162a76f7d15640cfabf9504c059142b479d2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02246",
    "kind": "arxiv",
    "version": 1
  }
}