Pith Number

pith:MV7BGFY4

pith:2025:MV7BGFY4ZMAOR7YYOSWWISRJDD

not attested not anchored not stored refs pending

ABC: Achieving Better Control of Multimodal Embeddings using VLMs

Benjamin Schneider, Florian Kerschbaum, Wenhu Chen

arxiv:2503.00329 v2 · 2025-03-01 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MV7BGFY4ZMAOR7YYOSWWISRJDD}

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

1 paper in Pith

FreeRet: MLLMs as Training-Free Retrievers

Receipt and verification

First computed	2026-07-05T11:56:53.398338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

657e13171ccb00e8ff1874ad644a2918f0de5230b5d6a87e1f866d902512d347

Aliases

arxiv: 2503.00329 · arxiv_version: 2503.00329v2 · doi: 10.48550/arxiv.2503.00329 · pith_short_12: MV7BGFY4ZMAO · pith_short_16: MV7BGFY4ZMAOR7YY · pith_short_8: MV7BGFY4

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/MV7BGFY4ZMAOR7YYOSWWISRJDD \
  | 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: 657e13171ccb00e8ff1874ad644a2918f0de5230b5d6a87e1f866d902512d347

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef8d2f6591ae460b16b850f1940de86e72dd9eb55b4ee77ad33c5db5466e5c36",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-01T03:29:02Z",
    "title_canon_sha256": "c4061681e60677925defa6d65b6f238a5e3ca7b43eeee9abb195998de7a6801e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00329",
    "kind": "arxiv",
    "version": 2
  }
}