Pith Number

pith:ZMYQXYUQ

pith:2025:ZMYQXYUQ2VRDCI7QRM3GWTGX5W

not attested not anchored not stored refs pending

TMUAD: Enhancing Logical Capabilities in Unified Anomaly Detection Models with a Text Memory Bank

Huijie Fan, Jiahe Hou, Jiawei Liu, Jinsong Du, Wei Wang, Yang Cong

arxiv:2508.21795 v1 · 2025-08-29 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZMYQXYUQ2VRDCI7QRM3GWTGX5W}

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	2026-07-05T12:01:49.834522Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb310be290d5623123f08b366b4cd7ed98d13413d87b4cbfee85a420ce81f866

Aliases

arxiv: 2508.21795 · arxiv_version: 2508.21795v1 · doi: 10.48550/arxiv.2508.21795 · pith_short_12: ZMYQXYUQ2VRD · pith_short_16: ZMYQXYUQ2VRDCI7Q · pith_short_8: ZMYQXYUQ

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/ZMYQXYUQ2VRDCI7QRM3GWTGX5W \
  | 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: cb310be290d5623123f08b366b4cd7ed98d13413d87b4cbfee85a420ce81f866

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6d84ee26b8b99c05cf99dccbf437b3114defbffb1723aa240e981a6869f132f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-29T17:22:13Z",
    "title_canon_sha256": "d05798a3531ec06aa7e3d5fe14c1df39edc467eef68ae66a56aba423b3e45bef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.21795",
    "kind": "arxiv",
    "version": 1
  }
}