pith. sign in
Pith Number

pith:LONYYBLW

pith:2019:LONYYBLWHEQMUFR2GI2FXBX7QX
not attested not anchored not stored refs pending

Learning Data Augmentation Strategies for Object Detection

Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi, Jonathon Shlens, Quoc V. Le, Tsung-Yi Lin

arxiv:1906.11172 v1 · 2019-06-26 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LONYYBLWHEQMUFR2GI2FXBX7QX}

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 2026-05-17T23:42:09.594065Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5b9b8c05763920ca163a32345b86ff85d5b0d6f50f46c3138cb8edd73ccb82fc

Aliases

arxiv: 1906.11172 · arxiv_version: 1906.11172v1 · doi: 10.48550/arxiv.1906.11172 · pith_short_12: LONYYBLWHEQM · pith_short_16: LONYYBLWHEQMUFR2 · pith_short_8: LONYYBLW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LONYYBLWHEQMUFR2GI2FXBX7QX \
  | 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: 5b9b8c05763920ca163a32345b86ff85d5b0d6f50f46c3138cb8edd73ccb82fc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2d4ce27e61b08f7db7ac98823eec2a1bf205db2b54c7a5d0a62b4d44242898f9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-06-26T15:39:40Z",
    "title_canon_sha256": "8ab3d9d05df50f0d6191b7bf778aff3bed5e1a0cb61989f8058a9998813f2d27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.11172",
    "kind": "arxiv",
    "version": 1
  }
}