Pith Number

pith:R7XOSPTG

pith:2023:R7XOSPTGSTV2GXZWSZ6E3EMUQV

not attested not anchored not stored refs pending

LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning

Atsuyuki Miyai, Go Irie, Kiyoharu Aizawa, Qing Yu

arxiv:2306.01293 v3 · 2023-06-02 · 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{R7XOSPTGSTV2GXZWSZ6E3EMUQV}

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

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting

Receipt and verification

First computed	2026-07-05T07:04:47.952260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8feee93e6694eba35f36967c4d91948549562241cec25583e6b7d650ee6a50c1

Aliases

arxiv: 2306.01293 · arxiv_version: 2306.01293v3 · doi: 10.48550/arxiv.2306.01293 · pith_short_12: R7XOSPTGSTV2 · pith_short_16: R7XOSPTGSTV2GXZW · pith_short_8: R7XOSPTG

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/R7XOSPTGSTV2GXZWSZ6E3EMUQV \
  | 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: 8feee93e6694eba35f36967c4d91948549562241cec25583e6b7d650ee6a50c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "025e4292b01be44ed488fe0315e8fe0137a61273b83cfb2382f49bac78d2915d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-02T06:33:08Z",
    "title_canon_sha256": "0efdb239b3eb4776270175334c24667d154cd83eeabb8bbac85373f9769cc4a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01293",
    "kind": "arxiv",
    "version": 3
  }
}