Pith Number

pith:Y4TKEIJZ

pith:2024:Y4TKEIJZJ3C4ISDZIXYF4XCGAK

not attested not anchored not stored refs pending

SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation

Andrew Hundt, Beverley-Claire Okogwu, Jean Oh, Jihie Kim, Peter Schaldenbrand, Wenxuan Peng, Youngsik Yun, Zhixuan Liu

arxiv:2401.08053 v1 · 2024-01-16 · 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{Y4TKEIJZJ3C4ISDZIXYF4XCGAK}

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	2026-07-05T07:34:06.589160Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c726a221394ec5c4487945f05e5c4602a0457ead0d35d570690b63b109600ac4

Aliases

arxiv: 2401.08053 · arxiv_version: 2401.08053v1 · doi: 10.48550/arxiv.2401.08053 · pith_short_12: Y4TKEIJZJ3C4 · pith_short_16: Y4TKEIJZJ3C4ISDZ · pith_short_8: Y4TKEIJZ

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/Y4TKEIJZJ3C4ISDZIXYF4XCGAK \
  | 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: c726a221394ec5c4487945f05e5c4602a0457ead0d35d570690b63b109600ac4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "848ccde14cf06319885d760d591e6e713a37a1eccd6ed8616d3d3bb86115d8f0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-16T02:10:13Z",
    "title_canon_sha256": "b4db34c80e72305cdd61d52a88b2866c3b38ae58c2807f75b0ebdaf6b0340c7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08053",
    "kind": "arxiv",
    "version": 1
  }
}