Pith Number

pith:LLFYXIIK

pith:2023:LLFYXIIKOM45P3HC3IEP6HILI4

not attested not anchored not stored refs pending

ALL-E: Aesthetics-guided Low-light Image Enhancement

Dong Liang, Ling Li, Sheng-Jun Huang, Songcan Chen, Yuanhang Gao

arxiv:2304.14610 v2 · 2023-04-28 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LLFYXIIKOM45P3HC3IEP6HILI4}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

ReF-LLE: Personalized Low-Light Enhancement via Reference-Guided Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T06:06:19.628288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5acb8ba10a7339d7ece2da08ff1d0b471cc65d799704169b27261f01732d2648

Aliases

arxiv: 2304.14610 · arxiv_version: 2304.14610v2 · doi: 10.48550/arxiv.2304.14610 · pith_short_12: LLFYXIIKOM45 · pith_short_16: LLFYXIIKOM45P3HC · pith_short_8: LLFYXIIK

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/LLFYXIIKOM45P3HC3IEP6HILI4 \
  | 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: 5acb8ba10a7339d7ece2da08ff1d0b471cc65d799704169b27261f01732d2648

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6023f7609b74ea7293a8b973b1afbd5ba927b1077c0ed798b7a81054c662ad4e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-28T03:34:10Z",
    "title_canon_sha256": "702b99348bdfba9e6201468643f4b530babbcea14ff6386fbf244151cb34cc50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.14610",
    "kind": "arxiv",
    "version": 2
  }
}