Pith Number

pith:YGJESKET

pith:2022:YGJESKETSNT3CYSCF6MYU6ACSN

not attested not anchored not stored refs pending

Exploiting the Potential of Datasets: A Data-Centric Approach for Model Robustness

Junjun Jiang, Lei Wu, Xianming Liu, Yiqi Zhong

arxiv:2203.05323 v1 · 2022-03-10 · 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{YGJESKETSNT3CYSCF6MYU6ACSN}

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.

Cited by

1 paper in Pith

Out-of-distribution data supervision towards biomedical semantic segmentation

Receipt and verification

First computed	2026-07-05T04:03:40.692585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1924928939367b162422f998a78029347dac74e86daef37d5c3307a6041b8de

Aliases

arxiv: 2203.05323 · arxiv_version: 2203.05323v1 · doi: 10.48550/arxiv.2203.05323 · pith_short_12: YGJESKETSNT3 · pith_short_16: YGJESKETSNT3CYSC · pith_short_8: YGJESKET

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/YGJESKETSNT3CYSCF6MYU6ACSN \
  | 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: c1924928939367b162422f998a78029347dac74e86daef37d5c3307a6041b8de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8871074b165031400a8e94d948baa78d80cf0b12b3e47865ef37419a9ffa7600",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-10T12:16:32Z",
    "title_canon_sha256": "655b42740be6bfcbbe8ae920dd2c374094d63ea8e9ba129c57d14cf4d7de0505"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.05323",
    "kind": "arxiv",
    "version": 1
  }
}