Pith Number

pith:XL42NLYE

pith:2022:XL42NLYEUVGILAWPYCDW3VTGTU

not attested not anchored not stored refs pending

The Hidden Uniform Cluster Prior in Self-Supervised Learning

Florian Bordes, Ishan Misra, Mahmoud Assran, Michael Rabbat, Nicolas Ballas, Pascal Vincent, Piotr Bojanowski, Quentin Duval, Randall Balestriero

arxiv:2210.07277 v1 · 2022-10-13 · cs.LG · cs.AI · 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{XL42NLYEUVGILAWPYCDW3VTGTU}

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

5 papers in Pith

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics

Information theoretic underpinning of self-supervised learning by clustering

Revisiting Feature Prediction for Learning Visual Representations from Video

The Statistical Cost of Adaptation in Multi-Source Transfer Learning

V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Receipt and verification

First computed	2026-07-05T05:06:35.501592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

baf9a6af04a54c8582cfc0876dd6669d32cb85ce5cae4761f744171918b0d868

Aliases

arxiv: 2210.07277 · arxiv_version: 2210.07277v1 · doi: 10.48550/arxiv.2210.07277 · pith_short_12: XL42NLYEUVGI · pith_short_16: XL42NLYEUVGILAWP · pith_short_8: XL42NLYE

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/XL42NLYEUVGILAWPYCDW3VTGTU \
  | 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: baf9a6af04a54c8582cfc0876dd6669d32cb85ce5cae4761f744171918b0d868

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a41eaf2673b51399576ef00cf2f6d3634001975dfb434c15094a21fe30921e43",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-13T18:10:01Z",
    "title_canon_sha256": "c11dcd15e04a6cf0372947d0ce86bb0389efbe6a9cf2a098862c1f2407856ef0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07277",
    "kind": "arxiv",
    "version": 1
  }
}