Pith Number

pith:TDECNLL3

pith:2022:TDECNLL36JBRKVKUSI4HIE4BDH

not attested not anchored not stored refs pending

Deep AutoAugment

Mi Zhang, Shen Yan, Yu Zheng, Zhi Zhang

arxiv:2203.06172 v2 · 2022-03-11 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TDECNLL36JBRKVKUSI4HIE4BDH}

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

Crowd Scene Analysis using Deep Learning Techniques

Receipt and verification

First computed	2026-07-05T04:05:17.564715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98c826ad7bf243155554923874138119c31b44a3823bf9bb616c4b45beb502d8

Aliases

arxiv: 2203.06172 · arxiv_version: 2203.06172v2 · doi: 10.48550/arxiv.2203.06172 · pith_short_12: TDECNLL36JBR · pith_short_16: TDECNLL36JBRKVKU · pith_short_8: TDECNLL3

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/TDECNLL36JBRKVKUSI4HIE4BDH \
  | 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: 98c826ad7bf243155554923874138119c31b44a3823bf9bb616c4b45beb502d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83e699dc590d7c4aa715fda87f6dedcdb5ab3bb150fa8d1e9760219ffc46571f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-11T18:57:27Z",
    "title_canon_sha256": "42f5a96f8f31b8e9aac0ad1f8532ccd87d2e5ce6478fdab5946a48d93e8e1939"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06172",
    "kind": "arxiv",
    "version": 2
  }
}