Pith Number

pith:LSXPTAOF

pith:2022:LSXPTAOFDNQ7P6DIITJBHKIAZT

not attested not anchored not stored refs pending

Harnessing Out-Of-Distribution Examples via Augmenting Content and Style

Bo Han, Chen Gong, Li Shen, Mingming Gong, Tongliang Liu, Xiaobo Xia, Zhuo Huang

arxiv:2207.03162 v2 · 2022-07-07 · 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{LSXPTAOFDNQ7P6DIITJBHKIAZT}

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

Instance-dependent Early Stopping

Receipt and verification

First computed	2026-07-05T05:59:03.371936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5caef981c51b61f7f86844d213a900ccf2d363304ad3d24c9167387e1e9b7f61

Aliases

arxiv: 2207.03162 · arxiv_version: 2207.03162v2 · doi: 10.48550/arxiv.2207.03162 · pith_short_12: LSXPTAOFDNQ7 · pith_short_16: LSXPTAOFDNQ7P6DI · pith_short_8: LSXPTAOF

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/LSXPTAOFDNQ7P6DIITJBHKIAZT \
  | 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: 5caef981c51b61f7f86844d213a900ccf2d363304ad3d24c9167387e1e9b7f61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b368afc4ebed954edaac07fd87d67ac1e00de862c58c20b74c0e24f2b0e750a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-07T08:48:59Z",
    "title_canon_sha256": "181fc1617a11cf6c98b0cdb0025f47b3f7f00bdcd763d283ae425e254ca64522"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.03162",
    "kind": "arxiv",
    "version": 2
  }
}