Pith Number

pith:27CWYZFN

pith:2021:27CWYZFNUB7WDARAWLF2OPK4TX

not attested not anchored not stored refs pending

Exploring the Limits of Large Scale Pre-training

Behnam Neyshabur, Hanie Sedghi, Mostafa Dehghani, Samira Abnar

arxiv:2110.02095 v1 · 2021-10-05 · cs.LG · cs.AI · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{27CWYZFNUB7WDARAWLF2OPK4TX}

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

1 paper in Pith

PaCo-FR: Patch-Pixel Aligned End-to-End Codebook Learning for Facial Representation Pre-training

Receipt and verification

First computed	2026-07-05T03:20:09.464278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7c56c64ada07f618220b2cba73d5c9ddb9c08e04c838518d7115e795b3244d4

Aliases

arxiv: 2110.02095 · arxiv_version: 2110.02095v1 · doi: 10.48550/arxiv.2110.02095 · pith_short_12: 27CWYZFNUB7W · pith_short_16: 27CWYZFNUB7WDARA · pith_short_8: 27CWYZFN

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/27CWYZFNUB7WDARAWLF2OPK4TX \
  | 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: d7c56c64ada07f618220b2cba73d5c9ddb9c08e04c838518d7115e795b3244d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "346b86c337248d00470731853565e1be2c5d60d5acc1330b8a0a16046757ba91",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-05T14:49:00Z",
    "title_canon_sha256": "061af57981582c122b378c3750e80e2d80eb5e606852bda3cf38df2d7f82773b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.02095",
    "kind": "arxiv",
    "version": 1
  }
}