Pith Number

pith:HOXQCB66

pith:2020:HOXQCB66SCWMFFK7D5OWVPM3GD

not attested not anchored not stored refs pending

Out-distribution aware Self-training in an Open World Setting

Matthias Hein, Maximilian Augustin

arxiv:2012.12372 v1 · 2020-12-21 · cs.LG · 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{HOXQCB66SCWMFFK7D5OWVPM3GD}

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

Out-of-distribution data supervision towards biomedical semantic segmentation

Receipt and verification

First computed	2026-07-05T02:01:34.802374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3baf0107de90acc2955f1f5d6abd9b30fda4c1625a2cab2d6c50ea74b0af1a04

Aliases

arxiv: 2012.12372 · arxiv_version: 2012.12372v1 · doi: 10.48550/arxiv.2012.12372 · pith_short_12: HOXQCB66SCWM · pith_short_16: HOXQCB66SCWMFFK7 · pith_short_8: HOXQCB66

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/HOXQCB66SCWMFFK7D5OWVPM3GD \
  | 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: 3baf0107de90acc2955f1f5d6abd9b30fda4c1625a2cab2d6c50ea74b0af1a04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7be03f4644e2776a449fdda93b51fb86de80e2d794b9b83b5fbe4cb601db5f06",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-21T12:25:04Z",
    "title_canon_sha256": "fb5e1b6eb6b18ad865833f73056780cd1a593504b34c30b7a3ce2e0ad05d2f1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.12372",
    "kind": "arxiv",
    "version": 1
  }
}