Pith Number

pith:E3I7G66J

pith:2025:E3I7G66JVO7CBEVCCVSGAGZ3UX

not attested not anchored not stored refs pending

MVCL-DAF++: Enhancing Multimodal Intent Recognition via Prototype-Aware Contrastive Alignment and Coarse-to-Fine Dynamic Attention Fusion

Bin Li, Haofeng Huang, Long Zhang, Yangfan He, Yaxin Xue, Yifei Han

arxiv:2509.17446 v3 · 2025-09-22 · cs.LG · cs.AI

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

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\usepackage{pith}
\pithnumber{E3I7G66JVO7CBEVCCVSGAGZ3UX}

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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

Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Intent Understanding

Receipt and verification

First computed	2026-06-08T01:03:48.534146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26d1f37bc9abbe2092a21564601b3ba5c686d07c6016e55b8c1af899eb9e98d4

Aliases

arxiv: 2509.17446 · arxiv_version: 2509.17446v3 · doi: 10.48550/arxiv.2509.17446 · pith_short_12: E3I7G66JVO7C · pith_short_16: E3I7G66JVO7CBEVC · pith_short_8: E3I7G66J

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/E3I7G66JVO7CBEVCCVSGAGZ3UX \
  | 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: 26d1f37bc9abbe2092a21564601b3ba5c686d07c6016e55b8c1af899eb9e98d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0630e082de408eebfa6a39b3ed579336c7acbfd222fe4a5de40fefad25222f8e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-22T07:38:53Z",
    "title_canon_sha256": "4eca7d569224b394f67ee1a8f75ca5d419145246464f7c7bf0e3f9531b593c33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.17446",
    "kind": "arxiv",
    "version": 3
  }
}