Pith Number

pith:KIFODPTJ

pith:2024:KIFODPTJUYVXBZX5FDNC7AJBAE

not attested not anchored not stored refs pending

Leveraging Content and Context Cues for Low-Light Image Enhancement

Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu

arxiv:2412.07693 v1 · 2024-12-10 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KIFODPTJUYVXBZX5FDNC7AJBAE}

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

CURVE: CLIP-Utilized Reinforcement Learning for Visual Image Enhancement via Simple Image Processing

Receipt and verification

First computed	2026-07-05T09:47:13.957173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

520ae1be69a62b70e6fd28da2f812101392c6ec4fae4c5be4216b1bdd237cffe

Aliases

arxiv: 2412.07693 · arxiv_version: 2412.07693v1 · doi: 10.48550/arxiv.2412.07693 · pith_short_12: KIFODPTJUYVX · pith_short_16: KIFODPTJUYVXBZX5 · pith_short_8: KIFODPTJ

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/KIFODPTJUYVXBZX5FDNC7AJBAE \
  | 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: 520ae1be69a62b70e6fd28da2f812101392c6ec4fae4c5be4216b1bdd237cffe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b481394bf6b863c607be6fa7ef84e1d81888093daa3caf6eb2d2b3b5e8d5768a",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-10T17:32:09Z",
    "title_canon_sha256": "f92f0d5b88c76063719799c2d83a026e70d40f5246da00f409b4eea816d762a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07693",
    "kind": "arxiv",
    "version": 1
  }
}