Pith Number

pith:5BNY6OIZ

pith:2020:5BNY6OIZ22FOJOU23IW2IWOFYI

not attested not anchored not stored refs pending

Regularizing Deep Networks with Semantic Data Augmentation

Cheng Wu, Gao Huang, Shiji Song, Xuran Pan, Yitong Xia, Yulin Wang

arxiv:2007.10538 v5 · 2020-07-21 · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5BNY6OIZ22FOJOU23IW2IWOFYI}

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	2026-07-05T02:46:09.595879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e85b8f3919d68ae4ba9ada2da459c5c206eb04d473d8036ba50284e2f32ed3df

Aliases

arxiv: 2007.10538 · arxiv_version: 2007.10538v5 · doi: 10.48550/arxiv.2007.10538 · pith_short_12: 5BNY6OIZ22FO · pith_short_16: 5BNY6OIZ22FOJOU2 · pith_short_8: 5BNY6OIZ

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/5BNY6OIZ22FOJOU23IW2IWOFYI \
  | 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: e85b8f3919d68ae4ba9ada2da459c5c206eb04d473d8036ba50284e2f32ed3df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6697064012d4d842af7f54bae880a9f464f0307d22b8c0dc6ec7464c0a92fdf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-07-21T00:32:44Z",
    "title_canon_sha256": "144277241fd055b05386afc954298cf4f99c76b4a082139343fe40d9a12b81c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.10538",
    "kind": "arxiv",
    "version": 5
  }
}