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Pith Number

pith:JUUOMCAQ

pith:2023:JUUOMCAQ447DLQD4TDU2LXSA2N
not attested not anchored not stored refs pending

Improving Hand Recognition in Uncontrolled and Uncooperative Environments using Multiple Spatial Transformers and Loss Functions

Adams Wai Kin Kong, Wojciech Michal Matkowski, Xiaojie Li

arxiv:2311.05383 v1 · 2023-11-09 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JUUOMCAQ447DLQD4TDU2LXSA2N}

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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 2026-07-05T07:10:58.869486Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4d28e60810e73e35c07c98e9a5de40d36ca2c5cae57f1a765d1ea02d7d3260ec

Aliases

arxiv: 2311.05383 · arxiv_version: 2311.05383v1 · doi: 10.48550/arxiv.2311.05383 · pith_short_12: JUUOMCAQ447D · pith_short_16: JUUOMCAQ447DLQD4 · pith_short_8: JUUOMCAQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JUUOMCAQ447DLQD4TDU2LXSA2N \
  | 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: 4d28e60810e73e35c07c98e9a5de40d36ca2c5cae57f1a765d1ea02d7d3260ec
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c6a3912fa6ec4516978d489d788007ebb8a0dcdce14e20674b3256932cd36cb4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-09T14:08:48Z",
    "title_canon_sha256": "e8b63bab5162b2642addeeecaa804f423c03f23e2d257500f61ca8d6cf6dd5c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05383",
    "kind": "arxiv",
    "version": 1
  }
}