Pith Number

pith:B7LQEOVD

pith:2022:B7LQEOVDOPO4O57IUUWRGMDN52

not attested not anchored not stored refs pending

Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap

Jiansheng Yang, Qi Zhang, Yifei Wang, Yisen Wang, Zhouchen Lin

arxiv:2203.13457 v2 · 2022-03-25 · cs.LG · 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{B7LQEOVDOPO4O57IUUWRGMDN52}

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

3 papers in Pith

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning

Pattern-Calibrated Multimodal Prediction under Blockwise Missingness

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning

Receipt and verification

First computed	2026-07-05T04:26:48.814947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fd7023aa373ddc777e8a52d13306deea962ab27a345368c18b7695c1ac5db92

Aliases

arxiv: 2203.13457 · arxiv_version: 2203.13457v2 · doi: 10.48550/arxiv.2203.13457 · pith_short_12: B7LQEOVDOPO4 · pith_short_16: B7LQEOVDOPO4O57I · pith_short_8: B7LQEOVD

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/B7LQEOVDOPO4O57IUUWRGMDN52 \
  | 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: 0fd7023aa373ddc777e8a52d13306deea962ab27a345368c18b7695c1ac5db92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d3cd14c576b81eb666dc47299905db71b28310f713f2bc25d1276528749bb12",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-25T05:36:26Z",
    "title_canon_sha256": "5e93ca7fbefe4e744a3989fa0cc16f0eb2bc9f9a0a6d3775943996e78bad69f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.13457",
    "kind": "arxiv",
    "version": 2
  }
}