Pith Number

pith:VFILOIZ2

pith:2022:VFILOIZ2QO2ECOEX7VCMRTT7RM

not attested not anchored not stored refs pending

Few-shot Object Counting and Detection

Chau Pham, Khoi Nguyen, Minh Hoai, Thanh Nguyen

arxiv:2207.10988 v2 · 2022-07-22 · 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{VFILOIZ2QO2ECOEX7VCMRTT7RM}

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	2026-07-05T04:44:21.852799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a950b7233a83b4413897fd44c8ce7f8b3a01789270eedc804a87a735a7a4282a

Aliases

arxiv: 2207.10988 · arxiv_version: 2207.10988v2 · doi: 10.48550/arxiv.2207.10988 · pith_short_12: VFILOIZ2QO2E · pith_short_16: VFILOIZ2QO2ECOEX · pith_short_8: VFILOIZ2

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/VFILOIZ2QO2ECOEX7VCMRTT7RM \
  | 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: a950b7233a83b4413897fd44c8ce7f8b3a01789270eedc804a87a735a7a4282a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ea740677549d1d959622e568a9722caeedbad888a55b6da16346ff0e74371bd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-22T10:09:18Z",
    "title_canon_sha256": "b09a34dd14cbcecc1dbc94c8ae7f50f065c839f3fce8938f91766120b5695153"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.10988",
    "kind": "arxiv",
    "version": 2
  }
}