Pith Number

pith:PLJF2QXV

pith:2024:PLJF2QXVMR5GZ6NFNBNFS4AQKF

not attested not anchored not stored refs pending

Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration

Abhijeet Parida, Antonia Alomar, Austin Tapp, Holger R. Roth, Maria Ledesma-Carbayo, Marius George Linguraru, Pooneh Roshanitabrizi, Syed Muhammed Anwar, Zhifan Jiang, Ziyue Xu

arxiv:2407.13632 v1 · 2024-07-18 · cs.CV · cs.LG · eess.IV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PLJF2QXVMR5GZ6NFNBNFS4AQKF}

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	2026-07-05T08:45:41.605437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ad25d42f5647a6cf9a5685a5970105151b9dff36b96150b4be4ce8e825719db

Aliases

arxiv: 2407.13632 · arxiv_version: 2407.13632v1 · doi: 10.48550/arxiv.2407.13632 · pith_short_12: PLJF2QXVMR5G · pith_short_16: PLJF2QXVMR5GZ6NF · pith_short_8: PLJF2QXV

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/PLJF2QXVMR5GZ6NFNBNFS4AQKF \
  | 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: 7ad25d42f5647a6cf9a5685a5970105151b9dff36b96150b4be4ce8e825719db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18d0a13cb24f01db3d5f1afbb0365817ad7e109837df1b5f129ea49863a355e7",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-18T16:03:59Z",
    "title_canon_sha256": "428c9034350780c31bf7afc057bb69884d1875ce7b8db6a8abf207ee0625fb71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.13632",
    "kind": "arxiv",
    "version": 1
  }
}