Pith Number

pith:OWXMXG5I

pith:2020:OWXMXG5IPOIAQ4XK4TQ363Q4YU

not attested not anchored not stored refs pending

Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers

Burkhard G\"ussefeld, Carsten Rother, Christoph Kamann, Jan Hendrik Metzen, Robin Hutmacher

arxiv:2010.05495 v1 · 2020-10-12 · 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{OWXMXG5IPOIAQ4XK4TQ363Q4YU}

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	2026-07-05T01:50:36.066272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75aecb9ba87b900872eae4e1bf6e1cc52bf411a39aa68bfe71878bf57e258db5

Aliases

arxiv: 2010.05495 · arxiv_version: 2010.05495v1 · doi: 10.48550/arxiv.2010.05495 · pith_short_12: OWXMXG5IPOIA · pith_short_16: OWXMXG5IPOIAQ4XK · pith_short_8: OWXMXG5I

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/OWXMXG5IPOIAQ4XK4TQ363Q4YU \
  | 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: 75aecb9ba87b900872eae4e1bf6e1cc52bf411a39aa68bfe71878bf57e258db5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bf7aa1757fc017b79f9b9029b7dc1bcd27a1a287df8c60fa145c3a8a9d11b69",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-10-12T07:42:39Z",
    "title_canon_sha256": "62fd73202e45a57cf5dd8f67c9a7188885a5a4f8e0693de75b8b9e1543adb26b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.05495",
    "kind": "arxiv",
    "version": 1
  }
}