Pith Number

pith:DVTXB5OL

pith:2018:DVTXB5OLFQHG3YA5FCVG3V3YGX

not attested not anchored not stored refs pending

A Probabilistic U-Net for Segmentation of Ambiguous Images

Bernardino Romera-Paredes, Clemens Meyer, Danilo Jimenez Rezende, Jeffrey De Fauw, Joseph R. Ledsam, Klaus H. Maier-Hein, Olaf Ronneberger, Simon A. A. Kohl, S. M. Ali Eslami

arxiv:1806.05034 v4 · 2018-06-13 · cs.CV · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DVTXB5OLFQHG3YA5FCVG3V3YGX}

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	2026-05-17T23:55:20.531092Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d6770f5cb2c0e6de01d28aa6dd77835c9f7b440869fded2f0d7adac0c77c152

Aliases

arxiv: 1806.05034 · arxiv_version: 1806.05034v4 · doi: 10.48550/arxiv.1806.05034 · pith_short_12: DVTXB5OLFQHG · pith_short_16: DVTXB5OLFQHG3YA5 · pith_short_8: DVTXB5OL

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/DVTXB5OLFQHG3YA5FCVG3V3YGX \
  | 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: 1d6770f5cb2c0e6de01d28aa6dd77835c9f7b440869fded2f0d7adac0c77c152

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c8376ccf4fdec64e63fed5c2e4ea4fb4c816c8268923aefe1f3510834cf0a63",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-06-13T13:47:04Z",
    "title_canon_sha256": "119cc8f8b9ab9e886ee116ddda952a6dfcf1379d61c4a22d5d6b7b91a1d8d430"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.05034",
    "kind": "arxiv",
    "version": 4
  }
}