Pith Number

pith:ZLLCLH7Z

pith:2024:ZLLCLH7ZO3RGL5UGTCRGVWGWAH

not attested not anchored not stored refs pending

Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective

Belinda Zeng, Guang Cheng, Qifan Song, Xiaofeng Lin, Yi Xu, Yue Xing

arxiv:2401.15248 v1 · 2024-01-26 · cs.LG · 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{ZLLCLH7ZO3RGL5UGTCRGVWGWAH}

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.

Receipt and verification

First computed	2026-07-05T07:38:13.569678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cad6259ff976e265f68698a26ad8d601dfc032eff5bf986b77ff56fbf2a03147

Aliases

arxiv: 2401.15248 · arxiv_version: 2401.15248v1 · doi: 10.48550/arxiv.2401.15248 · pith_short_12: ZLLCLH7ZO3RG · pith_short_16: ZLLCLH7ZO3RGL5UG · pith_short_8: ZLLCLH7Z

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/ZLLCLH7ZO3RGL5UGTCRGVWGWAH \
  | 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: cad6259ff976e265f68698a26ad8d601dfc032eff5bf986b77ff56fbf2a03147

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aef4d25d8e36df946fe0cd38b06c0e7aa444bad476df868de5188edf7b79da18",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-26T23:52:20Z",
    "title_canon_sha256": "770385ecbc3bade432f68e9f4c23ca2e68414b96c4edb532374a6115111015c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.15248",
    "kind": "arxiv",
    "version": 1
  }
}