Pith Number

pith:FO3MP2LG

pith:2023:FO3MP2LGJSYZB4ROQYMELDBIU6

not attested not anchored not stored refs pending

Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning

Chun-Mei Feng, Kai Yu, Salman Khan, Wangmeng Zuo, Yong Liu

arxiv:2308.06038 v2 · 2023-08-11 · 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{FO3MP2LGJSYZB4ROQYMELDBIU6}

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	2026-07-05T06:42:07.428910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bb6c7e9664cb190f22e8618458c28a7905f65edc7505fb849737c2bdb827302

Aliases

arxiv: 2308.06038 · arxiv_version: 2308.06038v2 · doi: 10.48550/arxiv.2308.06038 · pith_short_12: FO3MP2LGJSYZ · pith_short_16: FO3MP2LGJSYZB4RO · pith_short_8: FO3MP2LG

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/FO3MP2LGJSYZB4ROQYMELDBIU6 \
  | 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: 2bb6c7e9664cb190f22e8618458c28a7905f65edc7505fb849737c2bdb827302

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "347bba5e88f2b112f5e10bdd6fb2317fc60c1ec02ed2ac62c28975211486bbea",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-11T09:36:31Z",
    "title_canon_sha256": "0ccf820a9fd9cae96a2f2cf3fdbef5cd4cc3be8440463951cf974fa0650c0a48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.06038",
    "kind": "arxiv",
    "version": 2
  }
}