Pith Number

pith:BLJI2TYT

pith:2025:BLJI2TYTM4BDQNY5MJHSDD7ZO3

not attested not anchored not stored refs pending

Robust Multimodal Learning via Entropy-Gated Contrastive Fusion

Leon Chlon, Maggie Chlon, MarcAntonio M. Awada

arxiv:2505.15417 v1 · 2025-05-21 · stat.ML · 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{BLJI2TYTM4BDQNY5MJHSDD7ZO3}

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

MSNN-LINet: Cross-Modal Learning via Continuous Linear Integration

Receipt and verification

First computed	2026-07-05T11:06:45.248344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ad28d4f13670238371d624f218ff976c91f2e88506e565c7bbe0c2188b1e269

Aliases

arxiv: 2505.15417 · arxiv_version: 2505.15417v1 · doi: 10.48550/arxiv.2505.15417 · pith_short_12: BLJI2TYTM4BD · pith_short_16: BLJI2TYTM4BDQNY5 · pith_short_8: BLJI2TYT

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/BLJI2TYTM4BDQNY5MJHSDD7ZO3 \
  | 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: 0ad28d4f13670238371d624f218ff976c91f2e88506e565c7bbe0c2188b1e269

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "208377d89348d2796d8dd65ec0fd1f56190b963396b050503d66f13a5f32cc52",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-21T12:00:37Z",
    "title_canon_sha256": "8d08a5daf19793b22e9a8ad533de51a5f7e8aa5e9a51b66f847b63ff5c93fb65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15417",
    "kind": "arxiv",
    "version": 1
  }
}