Pith Number

pith:YVMKT765

pith:2023:YVMKT765VWHAM6IUUGJPG5PETC

not attested not anchored not stored refs pending

Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification

Aidi Lin, Changqing Zhang, Chi Pui Pang, Daoqiang Zhang, Guoyao Deng, Haoyu Chen, Huazhu Fu, Jianhong Lin, Junhong Chen, Ke Zou, Lianyu Wang, Meng Wang, Mingzhi Zhang, Qingquan Meng, Rick Siow Mong Goh, Tian LIN, Weifang Zhu, Xinjian Chen, Xinxing Xu, Yiming Qian, Yi Zhou, Yong Liu, Yuanyuan Peng, Zhiqun Wu

arxiv:2304.03981 v3 · 2023-04-08 · cs.LG · 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{YVMKT765VWHAM6IUUGJPG5PETC}

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	2026-07-05T06:45:49.768805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c558a9ffddad8e067914a192f375e49897b07ff07e33b125f9923903da1003b8

Aliases

arxiv: 2304.03981 · arxiv_version: 2304.03981v3 · doi: 10.48550/arxiv.2304.03981 · pith_short_12: YVMKT765VWHA · pith_short_16: YVMKT765VWHAM6IU · pith_short_8: YVMKT765

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/YVMKT765VWHAM6IUUGJPG5PETC \
  | 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: c558a9ffddad8e067914a192f375e49897b07ff07e33b125f9923903da1003b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9602fd0067806dcb08a30fa4cb964fb0e32e6ace4e780cab11fec6c120afa831",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-08T10:47:41Z",
    "title_canon_sha256": "4e528ab68cf4f257d8d0df7a7e28372c87148cc0abad453a33df8c3def9bc033"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.03981",
    "kind": "arxiv",
    "version": 3
  }
}