Pith Number

pith:O2NCWSI3

pith:2023:O2NCWSI3ZA2QBPOOHZGMIBICBT

not attested not anchored not stored refs pending

Image retrieval outperforms diffusion models on data augmentation

Chris Russell, Dominik Zietlow, Florian Wenzel, Francesco Locatello, Max F. Burg, Max Horn, Osama Makansi

arxiv:2304.10253 v2 · 2023-04-20 · cs.CV · 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{O2NCWSI3ZA2QBPOOHZGMIBICBT}

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	2026-07-05T07:18:26.214418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

769a2b491bc83500bdce3e4cc405020cc51d0260b9971acf5261163aebdeabb3

Aliases

arxiv: 2304.10253 · arxiv_version: 2304.10253v2 · doi: 10.48550/arxiv.2304.10253 · pith_short_12: O2NCWSI3ZA2Q · pith_short_16: O2NCWSI3ZA2QBPOO · pith_short_8: O2NCWSI3

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/O2NCWSI3ZA2QBPOOHZGMIBICBT \
  | 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: 769a2b491bc83500bdce3e4cc405020cc51d0260b9971acf5261163aebdeabb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85974d5bcdb1fbce5025a94c6a96a585089d75149acc75000680b9b30ab784e3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-20T12:21:30Z",
    "title_canon_sha256": "03319c4e7758f675243243ef927ebb13bb9cde7d1f8af7d26ddf23352bbb2f18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.10253",
    "kind": "arxiv",
    "version": 2
  }
}