Pith Number

pith:XUKOTIYM

pith:2024:XUKOTIYMQA3XJKLOPRUSZQKLIM

not attested not anchored not stored refs pending

Do Generated Data Always Help Contrastive Learning?

Jizhe Zhang, Yifei Wang, Yisen Wang

arxiv:2403.12448 v1 · 2024-03-19 · 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{XUKOTIYMQA3XJKLOPRUSZQKLIM}

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

2 papers in Pith

A Theoretical Analysis of Memory and Overfitting Phenomena in Stochastic Interpolation Models

SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization

Receipt and verification

First computed	2026-07-05T07:58:01.606359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd14e9a30c803774a96e7c692cc14b430931d44eeb580f3f9832d1759b9c6779

Aliases

arxiv: 2403.12448 · arxiv_version: 2403.12448v1 · doi: 10.48550/arxiv.2403.12448 · pith_short_12: XUKOTIYMQA3X · pith_short_16: XUKOTIYMQA3XJKLO · pith_short_8: XUKOTIYM

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/XUKOTIYMQA3XJKLOPRUSZQKLIM \
  | 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: bd14e9a30c803774a96e7c692cc14b430931d44eeb580f3f9832d1759b9c6779

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10eec80f43f61b845f4cc43800112c94ca2067f0dd2795ccc052a820cd7f3c04",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-19T05:17:47Z",
    "title_canon_sha256": "d72f82614d589d02f00989e1955eb6f9937699d78a30f4a1c4524c865665870e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12448",
    "kind": "arxiv",
    "version": 1
  }
}