Pith Number

pith:YOBNXEDH

pith:2021:YOBNXEDH4QQGINNCG2RWLGMCWS

not attested not anchored not stored refs pending

Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum Learning

Bisser Raytchev, Kazufumi Kaneda, Sora Iwamoto, Toru Tamaki

arxiv:2108.11693 v1 · 2021-08-26 · cs.CV · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YOBNXEDH4QQGINNCG2RWLGMCWS}

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	2026-07-05T03:09:09.018750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c382db9067e4206435a236a3659982b495b25f8087001037c2fde2c56be31f9a

Aliases

arxiv: 2108.11693 · arxiv_version: 2108.11693v1 · doi: 10.48550/arxiv.2108.11693 · pith_short_12: YOBNXEDH4QQG · pith_short_16: YOBNXEDH4QQGINNC · pith_short_8: YOBNXEDH

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/YOBNXEDH4QQGINNCG2RWLGMCWS \
  | 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: c382db9067e4206435a236a3659982b495b25f8087001037c2fde2c56be31f9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f01f3324e51a8d515e47a43c8f3cc09da59f8ed3a182fa5bbb4db1133462944",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-08-26T10:24:02Z",
    "title_canon_sha256": "e93588f31d118e86f34b75358bf6b74b2a94547c2312fc75c4c1c12c56cead01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.11693",
    "kind": "arxiv",
    "version": 1
  }
}