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Pith Number

pith:75AMPV2W

pith:2023:75AMPV2WF3MECSVYXL3V3UYSDQ
not attested not anchored not stored refs pending

Debiased Fine-Tuning for Vision-language Models by Prompt Regularization

Beier Zhu, Hanwang Zhang, Minhoe Hur, Saeil Lee, Yulei Niu

arxiv:2301.12429 v3 · 2023-01-29 · cs.CV

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\usepackage{pith}
\pithnumber{75AMPV2WF3MECSVYXL3V3UYSDQ}

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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

Receipt and verification
First computed 2026-07-05T11:52:50.983599Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ff40c7d7562ed8414ab8baf75dd3121c3a0281565d8237f9b262918f57206ce1

Aliases

arxiv: 2301.12429 · arxiv_version: 2301.12429v3 · doi: 10.48550/arxiv.2301.12429 · pith_short_12: 75AMPV2WF3ME · pith_short_16: 75AMPV2WF3MECSVY · pith_short_8: 75AMPV2W
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/75AMPV2WF3MECSVYXL3V3UYSDQ \
  | 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: ff40c7d7562ed8414ab8baf75dd3121c3a0281565d8237f9b262918f57206ce1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "569080bf3da89047ed07bc8852c51346c6ee0d8199558a3fbc5ef7e15d0fc10b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-01-29T11:53:55Z",
    "title_canon_sha256": "e79458a762be34d7824ddd1599a1e11d20021db9f3e9ddd77dbda7abe2774051"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12429",
    "kind": "arxiv",
    "version": 3
  }
}