Pith Number

pith:UBIZJGKA

pith:2024:UBIZJGKAWPT3JH5OIXFDGSS5BG

not attested not anchored not stored refs pending

You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning

Marc Szafraniec, Maria Vakalopoulou, Maxime Oquab, Piotr Bojanowski, Th\'eo Moutakanni

arxiv:2406.09294 v2 · 2024-06-13 · cs.LG · 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{UBIZJGKAWPT3JH5OIXFDGSS5BG}

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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

Clustering Properties of Self-Supervised Learning

Receipt and verification

First computed	2026-07-05T09:41:37.908633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a051949940b3e7b49fae45ca334a5d099c63a9ed1759d8129af1fed807ef8082

Aliases

arxiv: 2406.09294 · arxiv_version: 2406.09294v2 · doi: 10.48550/arxiv.2406.09294 · pith_short_12: UBIZJGKAWPT3 · pith_short_16: UBIZJGKAWPT3JH5O · pith_short_8: UBIZJGKA

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/UBIZJGKAWPT3JH5OIXFDGSS5BG \
  | 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: a051949940b3e7b49fae45ca334a5d099c63a9ed1759d8129af1fed807ef8082

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a212facb326cc3a0c3dec1ed61881ac3b92937e3912975ed2c4dad31aec57fc",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-13T16:30:03Z",
    "title_canon_sha256": "2d55fa901743adb8cb26ef562d82c0a56a626db037a9668a28425ebfb6583203"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09294",
    "kind": "arxiv",
    "version": 2
  }
}