Pith Number

pith:AP7II5X2

pith:2025:AP7II5X2XBNWADZTOUMKDSIE4A

not attested not anchored not stored refs pending

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement

Hassan Khalid, Muhammad Azeem Aslam, Nisar Ahmed

arxiv:2506.18323 v1 · 2025-06-23 · eess.IV · cs.AI · 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{AP7II5X2XBNWADZTOUMKDSIE4A}

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.

Receipt and verification

First computed	2026-07-05T11:26:33.196471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03fe8476fab85b600f337518a1c904e037aa6994dcee320403a9cae6e7437ed5

Aliases

arxiv: 2506.18323 · arxiv_version: 2506.18323v1 · doi: 10.48550/arxiv.2506.18323 · pith_short_12: AP7II5X2XBNW · pith_short_16: AP7II5X2XBNWADZT · pith_short_8: AP7II5X2

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/AP7II5X2XBNWADZTOUMKDSIE4A \
  | 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: 03fe8476fab85b600f337518a1c904e037aa6994dcee320403a9cae6e7437ed5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc3efcc8235a522bd04a5af90dd6fb852535f7996db1c4f14a74d7442ddc033f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-06-23T06:11:55Z",
    "title_canon_sha256": "a7c3f5f3233103bf7bdc2b98921166af139b27b993b8170cdb454a2a47f1e2a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18323",
    "kind": "arxiv",
    "version": 1
  }
}