Pith Number

pith:2TWVZLZB

pith:2023:2TWVZLZBKVPCC452CBNU6SNBWA

not attested not anchored not stored refs pending

MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility

Ahsan Baidar Bakht, Defu Lin, Irfan Hussain, Lakmal Seneviratne, Lyes Saad Soud, Muhayy Ud Din, Shaoming He, Waseem Akram, Zikai Jia

arxiv:2312.15633 v1 · 2023-12-25 · 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{2TWVZLZBKVPCC452CBNU6SNBWA}

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	2026-07-05T07:27:59.096152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4ed5caf21555e2173ba105b4f49a1b00ac3dee5370928cb62bd68a58107aae7

Aliases

arxiv: 2312.15633 · arxiv_version: 2312.15633v1 · doi: 10.48550/arxiv.2312.15633 · pith_short_12: 2TWVZLZBKVPC · pith_short_16: 2TWVZLZBKVPCC452 · pith_short_8: 2TWVZLZB

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/2TWVZLZBKVPCC452CBNU6SNBWA \
  | 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: d4ed5caf21555e2173ba105b4f49a1b00ac3dee5370928cb62bd68a58107aae7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61d50d31820d80e3336275368a9f3bec369c0cf706467d87ca029d47d65a5066",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-25T07:33:47Z",
    "title_canon_sha256": "efa2ed8aa0ab09dc9d319ebea4531f73dc652b79e62cf96d8538f2c8664e78b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.15633",
    "kind": "arxiv",
    "version": 1
  }
}