Pith Number

pith:ASBCE63G

pith:2024:ASBCE63GBJSQJKF2FEGQ6YZ63A

not attested not anchored not stored refs pending

Multimodal Classification and Out-of-distribution Detection for Multimodal Intent Understanding

Hanlei Zhang, Hua Xu, Jianhua Su, Kai Gao, Qianrui Zhou, Roberto Evans

arxiv:2412.12453 v2 · 2024-12-17 · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ASBCE63GBJSQJKF2FEGQ6YZ63A}

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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

Mitigating Multimodal Inconsistency via Cognitive Dual-Pathway Reasoning for Intent Recognition

Receipt and verification

First computed	2026-07-05T11:08:14.459162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0482227b660a6504a8ba290d0f633ed80d3cd1d03f2b35eb8b03387cd6255db3

Aliases

arxiv: 2412.12453 · arxiv_version: 2412.12453v2 · doi: 10.48550/arxiv.2412.12453 · pith_short_12: ASBCE63GBJSQ · pith_short_16: ASBCE63GBJSQJKF2 · pith_short_8: ASBCE63G

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/ASBCE63GBJSQJKF2FEGQ6YZ63A \
  | 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: 0482227b660a6504a8ba290d0f633ed80d3cd1d03f2b35eb8b03387cd6255db3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ae9a1f0d311c46e9052074b7a5d5acae2b4a693a7915300cd3d9bd7338ffa25",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2024-12-17T01:36:32Z",
    "title_canon_sha256": "98516332882d7945614de6bedf022e8ec66967b02500b2961ae39c866015a129"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12453",
    "kind": "arxiv",
    "version": 2
  }
}