Pith Number

pith:D4YB7HSD

pith:2024:D4YB7HSDSJ6BYAF2VQYFJ4FGT5

not attested not anchored not stored refs pending

What to align in multimodal contrastive learning?

Benoit Dufumier, Devis Tuia, Javiera Castillo-Navarro, Jean-Philippe Thiran

arxiv:2409.07402 v2 · 2024-09-11 · cs.LG · cs.AI · cs.CL · 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{D4YB7HSDSJ6BYAF2VQYFJ4FGT5}

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

3 papers in Pith

Information-Theoretic Decomposition for Multimodal Interaction Learning

The More, the Merrier: Contrastive Fusion for Higher-Order Multimodal Alignment

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion

Receipt and verification

First computed	2026-07-05T10:24:54.560241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f301f9e43927c1c00baac3054f0a69f5a57d62709fab64549cc922c62d5d69b

Aliases

arxiv: 2409.07402 · arxiv_version: 2409.07402v2 · doi: 10.48550/arxiv.2409.07402 · pith_short_12: D4YB7HSDSJ6B · pith_short_16: D4YB7HSDSJ6BYAF2 · pith_short_8: D4YB7HSD

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/D4YB7HSDSJ6BYAF2VQYFJ4FGT5 \
  | 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: 1f301f9e43927c1c00baac3054f0a69f5a57d62709fab64549cc922c62d5d69b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7b95bb98b4008d46ba511efdc57e7f6706d9e423200884cde4a394d0aa4b6dc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-11T16:42:22Z",
    "title_canon_sha256": "7ae79fa6643cf6ab7d70db93be16e3cc86dadf9286d4f1bece2baeca92bc8ecd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.07402",
    "kind": "arxiv",
    "version": 2
  }
}