Pith Number

pith:XBARUETE

pith:2023:XBARUETED66H6HFZMEPX5TVTFK

not attested not anchored not stored refs pending

Simplifying Low-Light Image Enhancement Networks with Relative Loss Functions

Chunhui Wang, Guohui Yang, Junde Wu, Rao Fu, Xiaoguang Di, Yanwu Xu, Yong Li, Yue Wang, Yu Zhang

arxiv:2304.02978 v2 · 2023-04-06 · cs.CV · cs.LG · eess.IV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

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\usepackage{pith}
\pithnumber{XBARUETED66H6HFZMEPX5TVTFK}

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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

BrightVAE: Luminosity Enhancement in Underexposed Endoscopic Images

Receipt and verification

First computed	2026-07-05T06:37:32.329457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8411a12641fbc7f1cb9611f7eceb32a96195680259fe6fe3d8feb5b6fb22e9a

Aliases

arxiv: 2304.02978 · arxiv_version: 2304.02978v2 · doi: 10.48550/arxiv.2304.02978 · pith_short_12: XBARUETED66H · pith_short_16: XBARUETED66H6HFZ · pith_short_8: XBARUETE

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/XBARUETED66H6HFZMEPX5TVTFK \
  | 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: b8411a12641fbc7f1cb9611f7eceb32a96195680259fe6fe3d8feb5b6fb22e9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21d14d621d1d93b6318dfcb67a22680765b40d66b28563385dcf7e45e78771a3",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-06T10:05:54Z",
    "title_canon_sha256": "df89ed8f6ccbbb932d7e6991c37d6a5974627ad484b696fb6d8beae0472118c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02978",
    "kind": "arxiv",
    "version": 2
  }
}