Pith Number

pith:5Q4USBML

pith:2024:5Q4USBML5PU67CP7HERMWXUV53

not attested not anchored not stored refs pending

Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling

Deyu Meng, Hui Lin, Rongrong Ji, Xiaopeng Hong, Yaowei Wang, Zhiheng Ma, Zhou Su

arxiv:2402.15297 v1 · 2024-02-23 · cs.CV · 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{5Q4USBML5PU67CP7HERMWXUV53}

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

Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting

Receipt and verification

First computed	2026-07-05T07:48:38.908613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec3949058bebe9ef89ff3922cb5e95eeed483666e730070194de8f377663844e

Aliases

arxiv: 2402.15297 · arxiv_version: 2402.15297v1 · doi: 10.48550/arxiv.2402.15297 · pith_short_12: 5Q4USBML5PU6 · pith_short_16: 5Q4USBML5PU67CP7 · pith_short_8: 5Q4USBML

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/5Q4USBML5PU67CP7HERMWXUV53 \
  | 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: ec3949058bebe9ef89ff3922cb5e95eeed483666e730070194de8f377663844e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bdde454af6f2b0d2c374538fd44984226851e642a9da97b43525349219383c9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-23T12:48:02Z",
    "title_canon_sha256": "c2fde43386b8c711a2d010dbedad3237478186dd004028308d20c8a3ddb43208"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15297",
    "kind": "arxiv",
    "version": 1
  }
}