Pith Number

pith:WVY5CVM2

pith:2024:WVY5CVM2ACWZRP35JU73LGB7PU

not attested not anchored not stored refs pending

ROADS: Robust Prompt-driven Multi-Class Anomaly Detection under Domain Shift

Fatemeh Afghah, Hossein Kashiani, Niloufar Alipour Talemi

arxiv:2411.16049 v1 · 2024-11-25 · 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{WVY5CVM2ACWZRP35JU73LGB7PU}

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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

MoViAD: A Modular Library for Visual Anomaly Detection

Receipt and verification

First computed	2026-07-05T09:40:03.022675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b571d1559a00ad98bf7d4d3fb5983f7d2aa12b551c72d59981654d7db80feb67

Aliases

arxiv: 2411.16049 · arxiv_version: 2411.16049v1 · doi: 10.48550/arxiv.2411.16049 · pith_short_12: WVY5CVM2ACWZ · pith_short_16: WVY5CVM2ACWZRP35 · pith_short_8: WVY5CVM2

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/WVY5CVM2ACWZRP35JU73LGB7PU \
  | 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: b571d1559a00ad98bf7d4d3fb5983f7d2aa12b551c72d59981654d7db80feb67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3fc59bc2b4db4320aaf84f803747b9c15e9613ff549063adfe387c8053b41ad",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-25T02:34:40Z",
    "title_canon_sha256": "d25bb3970cd3157dbf4d196eea255dcdcfed5f37c8b8c69c732a15cf85433971"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16049",
    "kind": "arxiv",
    "version": 1
  }
}