Pith Number

pith:F7MDW4VG

pith:2022:F7MDW4VGGHEBWQP4LDBNEA2ZH6

not attested not anchored not stored refs pending

Continual Learning Approaches for Anomaly Detection

Chiara Masiero, Davide Dalle Pezze, Eugenia Anello, Gian Antonio Susto

arxiv:2212.11192 v2 · 2022-12-21 · 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{F7MDW4VGGHEBWQP4LDBNEA2ZH6}

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.

Cited by

1 paper in Pith

Towards Continual Visual Anomaly Detection in the Medical Domain

Receipt and verification

First computed	2026-07-05T09:03:46.499068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fd83b72a631c81b41fc58c2d203593f9d99e412b1576ba9835a75eee9d0d280

Aliases

arxiv: 2212.11192 · arxiv_version: 2212.11192v2 · doi: 10.48550/arxiv.2212.11192 · pith_short_12: F7MDW4VGGHEB · pith_short_16: F7MDW4VGGHEBWQP4 · pith_short_8: F7MDW4VG

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/F7MDW4VGGHEBWQP4LDBNEA2ZH6 \
  | 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: 2fd83b72a631c81b41fc58c2d203593f9d99e412b1576ba9835a75eee9d0d280

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c23298aa971a8153f799854667d8051a9877f4b8782feaa1b440c33ce97ccfe2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-21T17:08:58Z",
    "title_canon_sha256": "34c676859f82f5d0ae4d727b46015aafe5181460f52e524e106d7a18184ebfa9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.11192",
    "kind": "arxiv",
    "version": 2
  }
}