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Pith Number

pith:4DMJ7DJS

pith:2023:4DMJ7DJSWLSOXKGZHXB2OBNJ2K
not attested not anchored not stored refs pending

A Non-Uniform Low-Light Image Enhancement Method with Multi-Scale Attention Transformer and Luminance Consistency Loss

Baofeng Li, Chun Xiao, Feng Zhai, Jiansheng Lu, Xiao Fang, Xin Gao, Yu Qin, Zhihang Meng

arxiv:2312.16498 v1 · 2023-12-27 · cs.CV

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\usepackage{pith}
\pithnumber{4DMJ7DJSWLSOXKGZHXB2OBNJ2K}

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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 2026-07-05T07:28:18.038775Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e0d89f8d32b2e4eba8d93dc3a705a9d29776c39c64df0790aa3feba35673dcda

Aliases

arxiv: 2312.16498 · arxiv_version: 2312.16498v1 · doi: 10.48550/arxiv.2312.16498 · pith_short_12: 4DMJ7DJSWLSO · pith_short_16: 4DMJ7DJSWLSOXKGZ · pith_short_8: 4DMJ7DJS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4DMJ7DJSWLSOXKGZHXB2OBNJ2K \
  | 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: e0d89f8d32b2e4eba8d93dc3a705a9d29776c39c64df0790aa3feba35673dcda
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d4febdb4713a4ebe050fb223f5b89f78a2d43c5fd192efc33fde257dcb87587c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-27T10:07:11Z",
    "title_canon_sha256": "c0de5ca4ea4b04f2970769dfed6267dce1eab92f0011132a61ae3812fe3e69a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16498",
    "kind": "arxiv",
    "version": 1
  }
}