Pith Number

pith:XPBSEVS5

pith:2025:XPBSEVS5SB3GYRRMAAXXK5TDX3

not attested not anchored not stored refs pending

MCL-AD: Multimodal Collaboration Learning for Zero-Shot 3D Anomaly Detection

Delong Han, Gang Li, Jin Wan, Mingle Zhou, Min Li, Tianjiao Chen

arxiv:2509.10282 v1 · 2025-09-12 · 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{XPBSEVS5SB3GYRRMAAXXK5TDX3}

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.

Receipt and verification

First computed	2026-07-05T12:11:06.414831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbc322565d90766c462c002f757663bee4b1ab51f9f0b7ce7d36e98ee2c890b8

Aliases

arxiv: 2509.10282 · arxiv_version: 2509.10282v1 · doi: 10.48550/arxiv.2509.10282 · pith_short_12: XPBSEVS5SB3G · pith_short_16: XPBSEVS5SB3GYRRM · pith_short_8: XPBSEVS5

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/XPBSEVS5SB3GYRRMAAXXK5TDX3 \
  | 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: bbc322565d90766c462c002f757663bee4b1ab51f9f0b7ce7d36e98ee2c890b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d71ee56bba1b3106625b91bb8aa75c9803977f4941144b6d6ad71133720cf6c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-12T14:21:54Z",
    "title_canon_sha256": "2c8e5732bdd928c33e9dfb4823c423ee0485a407d198f79db11aaaa57cac03cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10282",
    "kind": "arxiv",
    "version": 1
  }
}