Pith Number

pith:PTJF4A2H

pith:2024:PTJF4A2HILSN4OOG2YKRJWVGAD

not attested not anchored not stored refs pending

Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels

Hyunjung Shim, Seoungyoon Kang, Seungho Lee

arxiv:2401.12535 v1 · 2024-01-23 · 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{PTJF4A2HILSN4OOG2YKRJWVGAD}

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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

1 paper in Pith

LUMOS: Latent Universal Medical Priors for Segmentation

Receipt and verification

First computed	2026-07-05T07:36:32.056601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cd25e034742e4de39c6d61514daa600fe3b7e9b15599f2f7d314fd3590e6cf1

Aliases

arxiv: 2401.12535 · arxiv_version: 2401.12535v1 · doi: 10.48550/arxiv.2401.12535 · pith_short_12: PTJF4A2HILSN · pith_short_16: PTJF4A2HILSN4OOG · pith_short_8: PTJF4A2H

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/PTJF4A2HILSN4OOG2YKRJWVGAD \
  | 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: 7cd25e034742e4de39c6d61514daa600fe3b7e9b15599f2f7d314fd3590e6cf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d69ef6bec82488758c4c328e2c89bd4d26c8f3eae34810d504d1db2c4211705c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-23T07:24:16Z",
    "title_canon_sha256": "e94519761dc5e31f244128d7ecb33c56a2c4f5c664b0e9b3d6cf8a1ad134f93e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12535",
    "kind": "arxiv",
    "version": 1
  }
}