Pith Number

pith:CN65LF24

pith:2020:CN65LF24S7VCK5RWN3VBGC6AY6

not attested not anchored not stored refs pending

PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation

Liron Bergman, Niv Cohen, Tal Reiss, Yedid Hoshen

arxiv:2010.05903 v3 · 2020-10-12 · cs.CV · cs.LG

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

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\usepackage{pith}
\pithnumber{CN65LF24S7VCK5RWN3VBGC6AY6}

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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

1 paper in Pith

Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model

Receipt and verification

First computed	2026-07-05T03:05:10.928953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

137dd5975c97ea2576366eea130bc0c7ad0470bd0db8a250930c787673bb543c

Aliases

arxiv: 2010.05903 · arxiv_version: 2010.05903v3 · doi: 10.48550/arxiv.2010.05903 · pith_short_12: CN65LF24S7VC · pith_short_16: CN65LF24S7VCK5RW · pith_short_8: CN65LF24

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/CN65LF24S7VCK5RWN3VBGC6AY6 \
  | 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: 137dd5975c97ea2576366eea130bc0c7ad0470bd0db8a250930c787673bb543c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2f4a0efc5d041e316d30882f2426a4059abeea703011652abfbd50516b096a6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-10-12T17:52:50Z",
    "title_canon_sha256": "6402713a90da86826b10e12c7c389c7fdbba7d89ca7ee6063185d70973974740"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.05903",
    "kind": "arxiv",
    "version": 3
  }
}