Pith Number

pith:TKYVPS5J

pith:2024:TKYVPS5JHOLEG5JCHCVUN6FJD5

not attested not anchored not stored refs pending

Learning by Reconstruction Produces Uninformative Features For Perception

Randall Balestriero, Yann LeCun

arxiv:2402.11337 v1 · 2024-02-17 · cs.CV · cs.AI · 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{TKYVPS5JHOLEG5JCHCVUN6FJD5}

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

8 papers in Pith

The Variance Brain Foundation Models Forgot: Third-Order Statistics Predict Cognition Where Billion-Parameter Models Fail

Learning General Representation of 12-Lead Electrocardiogram with a Joint-Embedding Predictive Architecture

Axiomatizing Neural Networks via Pursuit of Subspaces

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

Learning to Perceive "Where": Spatial Pretext Tasks for Robust Self-Supervised Learning

Receipt and verification

First computed	2026-07-05T07:46:37.760042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ab157cba93b9643752238ab46f8a91f7ddd10b217632dc3d6d24b921388a3b8

Aliases

arxiv: 2402.11337 · arxiv_version: 2402.11337v1 · doi: 10.48550/arxiv.2402.11337 · pith_short_12: TKYVPS5JHOLE · pith_short_16: TKYVPS5JHOLEG5JC · pith_short_8: TKYVPS5J

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/TKYVPS5JHOLEG5JCHCVUN6FJD5 \
  | 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: 9ab157cba93b9643752238ab46f8a91f7ddd10b217632dc3d6d24b921388a3b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4213adbb4f352b7aaeeddef35f93750a71a710e62a418288337c9eb2f780e56c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-17T17:08:16Z",
    "title_canon_sha256": "46360f3079fd0c148032f8a5283fdd89a3b8d911b2b32f0d84068fa8e7d73d99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11337",
    "kind": "arxiv",
    "version": 1
  }
}