Pith Number

pith:5AOJROYM

pith:2025:5AOJROYM6B5YJUYA4DSYVT6QQV

not attested not anchored not stored refs pending

Exploring the Equivalence of Closed-Set Generative and Real Data Augmentation in Image Classification

Dou Hoon Kwark, Guowei Zhang, Haiyang Xu, Haowen Wang, Xiang Zhang, Zeyuan Chen, Zhuowen Tu

arxiv:2508.09550 v1 · 2025-08-13 · 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{5AOJROYM6B5YJUYA4DSYVT6QQV}

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

Exploring the Role of Synthetic Data Augmentation in Controllable Human-Centric Video Generation

Receipt and verification

First computed	2026-07-05T11:53:16.996977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e81c98bb0cf07b84d300e0e58acfd0856e1bd641bb6f8620a3fe069e2a2437dd

Aliases

arxiv: 2508.09550 · arxiv_version: 2508.09550v1 · doi: 10.48550/arxiv.2508.09550 · pith_short_12: 5AOJROYM6B5Y · pith_short_16: 5AOJROYM6B5YJUYA · pith_short_8: 5AOJROYM

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/5AOJROYM6B5YJUYA4DSYVT6QQV \
  | 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: e81c98bb0cf07b84d300e0e58acfd0856e1bd641bb6f8620a3fe069e2a2437dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22745cf8b4ad275992cb22f04b34b5ee978a63416d91125cf627bb251648be78",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-13T07:14:29Z",
    "title_canon_sha256": "de3256b43d857e17e50157b5cbe3f29c9cf2cbe8aa3f8d5ba1f506cc36ef556e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09550",
    "kind": "arxiv",
    "version": 1
  }
}