Pith Number

pith:A2QJHKSY

pith:2023:A2QJHKSYJH2JFDTBIGC6D7SAXW

not attested not anchored not stored refs pending

The Bias Amplification Paradox in Text-to-Image Generation

Preethi Seshadri, Sameer Singh, Yanai Elazar

arxiv:2308.00755 v2 · 2023-08-01 · cs.LG · cs.CL · cs.CV · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A2QJHKSYJH2JFDTBIGC6D7SAXW}

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

3 papers in Pith

Training-Free Debiasing of Diffusion Models via CLIP-Guided Denoising Optimization

Differentiable Optimization Layers for Guaranteed Fairness in Deep Learning

T2I-BiasBench: A Multi-Metric Framework for Auditing Demographic and Cultural Bias in Text-to-Image Models

Receipt and verification

First computed	2026-07-05T07:12:51.948147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06a093aa5849f4928e614185e1fe40bd85ca32d1053a9ce0d1bb3ac2c56debca

Aliases

arxiv: 2308.00755 · arxiv_version: 2308.00755v2 · doi: 10.48550/arxiv.2308.00755 · pith_short_12: A2QJHKSYJH2J · pith_short_16: A2QJHKSYJH2JFDTB · pith_short_8: A2QJHKSY

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/A2QJHKSYJH2JFDTBIGC6D7SAXW \
  | 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: 06a093aa5849f4928e614185e1fe40bd85ca32d1053a9ce0d1bb3ac2c56debca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aaad6b062e41b582bcc55fb41f0f03eaf92ec8b4d3ce094b0c21e7839ac2d908",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-01T18:00:08Z",
    "title_canon_sha256": "1a3f3fb53043465195b6503c6cf71da9a669481e9f25b7c83ef9804b4ca8bac6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.00755",
    "kind": "arxiv",
    "version": 2
  }
}