Pith Number

pith:Y5FO4ENP

pith:2025:Y5FO4ENPTURF7MOKPIPH2OCDP6

not attested not anchored not stored refs pending

DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup

Fei Shen, Guiguang Ding, Mukesh Prasad, Shichen Qu, Xian Tao, Xiaopei Zhang, Xingang Wang, Xinyi Gong, Zhengtao Zhang, Zhen Qu

arxiv:2508.13560 v2 · 2025-08-19 · 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{Y5FO4ENPTURF7MOKPIPH2OCDP6}

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	2026-07-05T11:57:02.084278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c74aee11af9d225fb1ca7a1e7d38437f915c5e8345202d7e441cd822157047fb

Aliases

arxiv: 2508.13560 · arxiv_version: 2508.13560v2 · doi: 10.48550/arxiv.2508.13560 · pith_short_12: Y5FO4ENPTURF · pith_short_16: Y5FO4ENPTURF7MOK · pith_short_8: Y5FO4ENP

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/Y5FO4ENPTURF7MOKPIPH2OCDP6 \
  | 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: c74aee11af9d225fb1ca7a1e7d38437f915c5e8345202d7e441cd822157047fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca4d3b68b876c4c650f5fac551ce9e747ecf67ad6ace8096476680ba73e744b9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-19T06:38:56Z",
    "title_canon_sha256": "9ff0747942c397e9f84ed62dacc46e30941807e4bf93eddb1c1efffceaa65f33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.13560",
    "kind": "arxiv",
    "version": 2
  }
}