Pith Number

pith:SWY7RRZP

pith:2023:SWY7RRZPYDXX5KACZJAIKLHX4B

not attested not anchored not stored refs pending

EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition

Chi Liu, Dwarikanath Mahapatrainst, Lie Ju, Monika Janda, Peter Soyer, Siyuan Yan, Victoria Mar, Zhen Yu, Zongyuan Ge

arxiv:2304.01508 v3 · 2023-04-04 · cs.CV · cs.AI · 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{SWY7RRZPYDXX5KACZJAIKLHX4B}

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	2026-07-05T06:24:49.602823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95b1f8c72fc0ef7ea802ca40852cf7e04c4fdb8e6ed9e4dd3bb1d5fded48ed1f

Aliases

arxiv: 2304.01508 · arxiv_version: 2304.01508v3 · doi: 10.48550/arxiv.2304.01508 · pith_short_12: SWY7RRZPYDXX · pith_short_16: SWY7RRZPYDXX5KAC · pith_short_8: SWY7RRZP

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/SWY7RRZPYDXX5KACZJAIKLHX4B \
  | 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: 95b1f8c72fc0ef7ea802ca40852cf7e04c4fdb8e6ed9e4dd3bb1d5fded48ed1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cee7925c363d5944e75fc521070a5b3149ca9b23b890e841073bfdcc342c11d9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-04T03:36:14Z",
    "title_canon_sha256": "7f326e19ff38272be0fcda13a308c2b192e306984973948a806c62baca08299a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.01508",
    "kind": "arxiv",
    "version": 3
  }
}