Pith Number

pith:BORFBOO4

pith:2026:BORFBOO4X7HPMATT4RWKG2THJD

not attested not anchored not stored refs pending

Learning a Sampling-Free Variational DNN Plugin from Tiny Training Sets to Refine OOD Segmentation With Uncertainty Estimation

Jimut B. Pal, Suyash P. Awate

arxiv:2606.15837 v2 · 2026-06-14 · cs.CV · cs.LG · stat.ME · 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{BORFBOO4X7HPMATT4RWKG2THJD}

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	2026-07-01T01:17:52.934222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ba250b9dcbfcef60273e46ca36a6748e8e51986ad4c48ea18249417375fc4fe

Aliases

arxiv: 2606.15837 · arxiv_version: 2606.15837v2 · doi: 10.48550/arxiv.2606.15837 · pith_short_12: BORFBOO4X7HP · pith_short_16: BORFBOO4X7HPMATT · pith_short_8: BORFBOO4

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/BORFBOO4X7HPMATT4RWKG2THJD \
  | 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: 0ba250b9dcbfcef60273e46ca36a6748e8e51986ad4c48ea18249417375fc4fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9da3f6ad4ff38b9cc0541be110dedfd811e002d6f63ff2d07d10f857b3d2e494",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-14T14:36:59Z",
    "title_canon_sha256": "3ffc2428167d6b6fb7778e6281041e59e9e4f792a42dfd52df08d7b5625beeb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.15837",
    "kind": "arxiv",
    "version": 2
  }
}