Pith Number

pith:E7KJFMKO

pith:2024:E7KJFMKOIMLXCJBA25H5ZS5CXI

not attested not anchored not stored refs pending

Zero-shot Object Counting with Good Exemplars

Huilin Zhu, Jingling Yuan, Shengfeng He, Xian Zhong, Yu Guo, Zheng Wang, Zhengwei Yang

arxiv:2407.04948 v2 · 2024-07-06 · 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{E7KJFMKOIMLXCJBA25H5ZS5CXI}

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

Single Domain Generalization for Few-Shot Counting via Universal Representation Matching

Receipt and verification

First computed	2026-07-05T08:41:46.993667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27d492b14e4317712420d74fdccba2ba1015ad821036a6ae947681e2b84ebfbd

Aliases

arxiv: 2407.04948 · arxiv_version: 2407.04948v2 · doi: 10.48550/arxiv.2407.04948 · pith_short_12: E7KJFMKOIMLX · pith_short_16: E7KJFMKOIMLXCJBA · pith_short_8: E7KJFMKO

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/E7KJFMKOIMLXCJBA25H5ZS5CXI \
  | 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: 27d492b14e4317712420d74fdccba2ba1015ad821036a6ae947681e2b84ebfbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "193b466e57ed9365c8c1fc0b978c5876c9fa134b532537845e851daaafdf2b7d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-06T03:37:22Z",
    "title_canon_sha256": "888c1a970e3466e301502a19028278ead9dc48ef32a235031644e0ff65f28b9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04948",
    "kind": "arxiv",
    "version": 2
  }
}