Pith Number

pith:TD6QNALK

pith:2019:TD6QNALKQBLQAXHCERPIUXROLI

not attested not anchored not stored refs pending

Synthetic Data for Deep Learning

Sergey I. Nikolenko

arxiv:1909.11512 v1 · 2019-09-25 · cs.LG · cs.CR · 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{TD6QNALKQBLQAXHCERPIUXROLI}

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

1 paper in Pith

Fake & Square: Training Self-Supervised Vision Transformers with Synthetic Data and Synthetic Hard Negatives

Receipt and verification

First computed	2026-07-05T00:07:12.179708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98fd06816a8057005ce2245e8a5e2e5a2a42e4cd67bc96f33dff9bb88970cdcd

Aliases

arxiv: 1909.11512 · arxiv_version: 1909.11512v1 · doi: 10.48550/arxiv.1909.11512 · pith_short_12: TD6QNALKQBLQ · pith_short_16: TD6QNALKQBLQAXHC · pith_short_8: TD6QNALK

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/TD6QNALKQBLQAXHCERPIUXROLI \
  | 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: 98fd06816a8057005ce2245e8a5e2e5a2a42e4cd67bc96f33dff9bb88970cdcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "197f474ab927fe0df0a6954471b6a1fb75e69d0ce8477ed47de99101512cf9ff",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-25T14:20:57Z",
    "title_canon_sha256": "fe4cb16dd95266fb926ddc2e813f090f8a12c6e4703c889fa1d23af5e7a58b3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.11512",
    "kind": "arxiv",
    "version": 1
  }
}