Pith Number

pith:TFGOIYWX

pith:2023:TFGOIYWXTIZKX2JH4WHO3DBVMR

not attested not anchored not stored refs pending

Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection

Chengjie Wang, Dacheng Tao, Jiangning Zhang, Ming-Hsuan Yang, Xiangtai Li, Xuhai Chen, Yabiao Wang, Yong Liu

arxiv:2312.07495 v2 · 2023-12-12 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TFGOIYWXTIZKX2JH4WHO3DBVMR}

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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

6 papers in Pith

MATCH: Flow Matching for Multi-View Anomaly Detection

MambaADv2: Evolving Duality-enhanced State Space Model for Unsupervised Anomaly Detection

ArcAD: Anomaly-Rectified Calibration for Cold-Start Supervised Anomaly Detection

Dual Prototype-Conditioned Diffusion Model for Scalable Multi-Class Unsupervised Anomaly Detection in Large Category Spaces

IPAD-CLIP: Teaching CLIP to Detect Image Local Perceptual Artifacts

Receipt and verification

First computed	2026-07-05T08:54:05.650889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

994ce462d79a32abe927e58eed8c35645ab8e30ed56e081cf913bad891125510

Aliases

arxiv: 2312.07495 · arxiv_version: 2312.07495v2 · doi: 10.48550/arxiv.2312.07495 · pith_short_12: TFGOIYWXTIZK · pith_short_16: TFGOIYWXTIZKX2JH · pith_short_8: TFGOIYWX

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/TFGOIYWXTIZKX2JH4WHO3DBVMR \
  | 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: 994ce462d79a32abe927e58eed8c35645ab8e30ed56e081cf913bad891125510

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2ef01ec0ab3d415eda33a0df84a66ca21474b66374dfb8bc93db9988cc22a60",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-12T18:28:59Z",
    "title_canon_sha256": "79e05299bb663bad6532056eff681c18c90b0cf2b543963e163610dccad6e5cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.07495",
    "kind": "arxiv",
    "version": 2
  }
}