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Pith Number

pith:NYGVGRJE

pith:2023:NYGVGRJEA7DJRJ5TO3DBSROCZL
not attested not anchored not stored refs pending

Training on Thin Air: Improve Image Classification with Generated Data

Hshmat Sahak, Jimmy Ba, Yongchao Zhou

arxiv:2305.15316 v1 · 2023-05-24 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NYGVGRJEA7DJRJ5TO3DBSROCZL}

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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

Receipt and verification
First computed 2026-07-05T06:13:33.754873Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6e0d53452407c698a7b376c61945c2cac00932edc35367cb9c4cd529d07cb6ac

Aliases

arxiv: 2305.15316 · arxiv_version: 2305.15316v1 · doi: 10.48550/arxiv.2305.15316 · pith_short_12: NYGVGRJEA7DJ · pith_short_16: NYGVGRJEA7DJRJ5T · pith_short_8: NYGVGRJE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NYGVGRJEA7DJRJ5TO3DBSROCZL \
  | 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: 6e0d53452407c698a7b376c61945c2cac00932edc35367cb9c4cd529d07cb6ac
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8fa236076c17f0905d1478037c95b6d8fb41d669fc75d2557dd7e34157f33b12",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-24T16:33:02Z",
    "title_canon_sha256": "36e8d7e9571f9a3e11fe0efd14c26b063a2620763c170c5d1ca95ae927865e55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15316",
    "kind": "arxiv",
    "version": 1
  }
}