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Pith Number

pith:J2WO64YA

pith:2026:J2WO64YAJMH2FA3GLI2TD64CTL
not attested not anchored not stored refs pending

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

Aida Rostamza, Cristina Olaverri-Monreal, Enrico Del Re, Joshua Cherian Varughese

arxiv:2605.18349 v1 · 2026-05-18 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{J2WO64YAJMH2FA3GLI2TD64CTL}

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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.
Receipt and verification
First computed 2026-05-20T00:05:56.472233Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4eacef73004b0fa283665a3531fb829ad4cf1f6b00521417d1a16aad0272dc14

Aliases

arxiv: 2605.18349 · arxiv_version: 2605.18349v1 · doi: 10.48550/arxiv.2605.18349 · pith_short_12: J2WO64YAJMH2 · pith_short_16: J2WO64YAJMH2FA3G · pith_short_8: J2WO64YA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/J2WO64YAJMH2FA3GLI2TD64CTL \
  | 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: 4eacef73004b0fa283665a3531fb829ad4cf1f6b00521417d1a16aad0272dc14
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "28a8f093fb8f3c24f9f82037b209ef671e7b45e9055b618d98e399e1f294bd92",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-18T13:07:29Z",
    "title_canon_sha256": "db2808a571be40237064284128658a69b162a210c1e95cb56b83aa6ab0bdd9dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18349",
    "kind": "arxiv",
    "version": 1
  }
}