Pith Number

pith:KC7N2NAO

pith:2019:KC7N2NAO4TK6VI67ZBLAG6ZFSJ

not attested not anchored not stored refs pending

A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities

Andrew Zisserman, Bernardino Romera-Paredes, Danilo Jimenez Rezende, Klaus H. Maier-Hein, Olaf Ronneberger, Pushmeet Kohli, Simon A. A. Kohl, S. M. Ali Eslami

arxiv:1905.13077 v1 · 2019-05-30 · 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{KC7N2NAO4TK6VI67ZBLAG6ZFSJ}

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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

3 papers in Pith

Aleatoric Uncertainty Medical Image Segmentation Estimation via Flow Matching

Harmonized Feature Conditioning and Frequency-Prompt Personalization for Multi-Rater Medical Segmentation

Information-Theoretic Optimization for Task-Adapted Compressed Sensing Magnetic Resonance Imaging

Receipt and verification

First computed	2026-05-17T23:44:38.970489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50bedd340ee4d5eaa3dfc856037b259251470f5cda043bfe42d5558fcb598734

Aliases

arxiv: 1905.13077 · arxiv_version: 1905.13077v1 · doi: 10.48550/arxiv.1905.13077 · pith_short_12: KC7N2NAO4TK6 · pith_short_16: KC7N2NAO4TK6VI67 · pith_short_8: KC7N2NAO

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/KC7N2NAO4TK6VI67ZBLAG6ZFSJ \
  | 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: 50bedd340ee4d5eaa3dfc856037b259251470f5cda043bfe42d5558fcb598734

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4ec438f23da8af4e9c927446d766ccf66d6754f0458986f63ea968d8559b590",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-05-30T14:49:08Z",
    "title_canon_sha256": "2a381a20fdc3fc318d65a4e2046206d74381f5f6197d6a8644bfaa253fa668d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.13077",
    "kind": "arxiv",
    "version": 1
  }
}