Pith Number

pith:NE4EOOOR

pith:2024:NE4EOOOR7H3DSDAROCSQY6IXTG

not attested not anchored not stored refs pending

Is Large-Scale Pretraining the Secret to Good Domain Generalization?

Bryan A. Plummer, Kate Saenko, Kuniaki Saito, Piotr Teterwak, Theodoros Tsiligkaridis

arxiv:2412.02856 v3 · 2024-12-03 · 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{NE4EOOOR7H3DSDAROCSQY6IXTG}

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	2026-07-05T10:52:16.718471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69384739d1f9f6390c1170a50c791799b3f30f954eaa79dd6d71dddd0984e65b

Aliases

arxiv: 2412.02856 · arxiv_version: 2412.02856v3 · doi: 10.48550/arxiv.2412.02856 · pith_short_12: NE4EOOOR7H3D · pith_short_16: NE4EOOOR7H3DSDAR · pith_short_8: NE4EOOOR

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/NE4EOOOR7H3DSDAROCSQY6IXTG \
  | 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: 69384739d1f9f6390c1170a50c791799b3f30f954eaa79dd6d71dddd0984e65b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed09d4b9cf1cb4dbc90c796a69a39eea895dfbb367a0329d606b977192dac83a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-03T21:43:11Z",
    "title_canon_sha256": "052db6db44eadbc60c3ac2a152f550c6519248390a82a16cedfb004aebad8578"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02856",
    "kind": "arxiv",
    "version": 3
  }
}