Pith Number

pith:FMWX4JK3

pith:2023:FMWX4JK3F46ANLZHGYX7ALHINT

not attested not anchored not stored refs pending

RoSAS: Deep Semi-Supervised Anomaly Detection with Contamination-Resilient Continuous Supervision

Guansong Pang, Hongzuo Xu, Ning Liu, Songlei Jian, Yijie Wang, Yongjun Wang

arxiv:2307.13239 v1 · 2023-07-25 · cs.LG · 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{FMWX4JK3F46ANLZHGYX7ALHINT}

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	2026-07-05T06:34:11.166627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b2d7e255b2f3c06af27362ff02ce86cdac1bce19a8fdd5a82d4ffd2b26c6ecf

Aliases

arxiv: 2307.13239 · arxiv_version: 2307.13239v1 · doi: 10.48550/arxiv.2307.13239 · pith_short_12: FMWX4JK3F46A · pith_short_16: FMWX4JK3F46ANLZH · pith_short_8: FMWX4JK3

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/FMWX4JK3F46ANLZHGYX7ALHINT \
  | 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: 2b2d7e255b2f3c06af27362ff02ce86cdac1bce19a8fdd5a82d4ffd2b26c6ecf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a808131b0bb379c671119a6106552bd21804e19cc7aa615cd5a53786a8e0db5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-25T04:04:49Z",
    "title_canon_sha256": "30e03047c22a19065179a0ae7dbcc80a2bfe1a70a821105bc67354c381db7665"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.13239",
    "kind": "arxiv",
    "version": 1
  }
}