Pith Number

pith:PXHMOFIH

pith:2019:PXHMOFIHTTRYRBZEKNFPNTQJO6

not attested not anchored not stored refs pending

Dual Path Multi-Scale Fusion Networks with Attention for Crowd Counting

Chao Lu, Liang Zhu, Tangren Yao, Yao Peng, Yining Lin, Zhijian Zhao

arxiv:1902.01115 v1 · 2019-02-04 · cs.CV

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\usepackage{pith}
\pithnumber{PXHMOFIHTTRYRBZEKNFPNTQJO6}

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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

Optimising CSRNet with parameter-free attention mechanisms for crowd counting in public transport

Receipt and verification

First computed	2026-05-17T23:54:49.653700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7dcec715079ce3888724534af6ce0977a82cbfc19ae180b4d032b71876d7ee98

Aliases

arxiv: 1902.01115 · arxiv_version: 1902.01115v1 · doi: 10.48550/arxiv.1902.01115 · pith_short_12: PXHMOFIHTTRY · pith_short_16: PXHMOFIHTTRYRBZE · pith_short_8: PXHMOFIH

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/PXHMOFIHTTRYRBZEKNFPNTQJO6 \
  | 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: 7dcec715079ce3888724534af6ce0977a82cbfc19ae180b4d032b71876d7ee98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6675cc8b3d0840f6e31387f01b8048f830137d3eb4556075a2a7ec66a5dc709e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-02-04T10:34:56Z",
    "title_canon_sha256": "80e9abcb1f026db8733e73c103c21e35113c09f259143a7e870bc45b7048178d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.01115",
    "kind": "arxiv",
    "version": 1
  }
}