Pith Number

pith:SEJGFEIB

pith:2020:SEJGFEIBIYDVSCC2ILVMG7RHYJ

not attested not anchored not stored refs pending

Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty

Ben Glocker, Bernardo Marques, Daniel Coelho de Castro, Konstantinos Kamnitsas, Lo\"ic le Folgoc, Mark van der Wilk, Miguel Monteiro, Nick Pawlowski

arxiv:2006.06015 v2 · 2020-06-10 · cs.CV · 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{SEJGFEIBIYDVSCC2ILVMG7RHYJ}

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	2026-07-05T02:01:12.445122Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9112629101460759085a42eac37e27c249d9033e88ecafe23a3cd3a3515635a6

Aliases

arxiv: 2006.06015 · arxiv_version: 2006.06015v2 · doi: 10.48550/arxiv.2006.06015 · pith_short_12: SEJGFEIBIYDV · pith_short_16: SEJGFEIBIYDVSCC2 · pith_short_8: SEJGFEIB

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/SEJGFEIBIYDVSCC2ILVMG7RHYJ \
  | 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: 9112629101460759085a42eac37e27c249d9033e88ecafe23a3cd3a3515635a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "435f70bca611e012249e82e804ab8705b346a965131c36c59eaae9faeb25d34b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-06-10T18:06:41Z",
    "title_canon_sha256": "7bbb00dd8e15f2eb9a6c015a47c5ce6f5a0afe869143d95315abaa9d3d23e294"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.06015",
    "kind": "arxiv",
    "version": 2
  }
}