Pith Number

pith:OORQINCG

pith:2025:OORQINCGMREMMYS7MPVXBOJ2VK

not attested not anchored not stored refs pending

Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness

Markus Hillemann, Markus Ulrich, Steven Landgraf

arxiv:2506.05917 v1 · 2025-06-06 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OORQINCGMREMMYS7MPVXBOJ2VK}

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	2026-07-05T11:17:12.689029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73a30434466448c6625f63eb70b93aaaab3623941825b2e764396a3700600bd0

Aliases

arxiv: 2506.05917 · arxiv_version: 2506.05917v1 · doi: 10.48550/arxiv.2506.05917 · pith_short_12: OORQINCGMREM · pith_short_16: OORQINCGMREMMYS7 · pith_short_8: OORQINCG

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/OORQINCGMREMMYS7MPVXBOJ2VK \
  | 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: 73a30434466448c6625f63eb70b93aaaab3623941825b2e764396a3700600bd0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "435e44a5bf1c32654a00a451916a89e3c188679bf65306c06c5c7757a5147e06",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-06T09:37:45Z",
    "title_canon_sha256": "caac05b846d47b065b709111fa0640a563550ad9e3e46ce7136217afe04fc871"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05917",
    "kind": "arxiv",
    "version": 1
  }
}