Pith. sign in
Pith Number

pith:GJLPOUBU

pith:2022:GJLPOUBUQWU344QDIMPBUMDZSL
not attested not anchored not stored refs pending

Bokeh-Loss GAN: Multi-Stage Adversarial Training for Realistic Edge-Aware Bokeh

Alexis Baudron, Brian Lee, Fei Lei, Huaijin Chen

arxiv:2208.12343 v1 · 2022-08-25 · cs.CV · eess.IV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GJLPOUBUQWU344QDIMPBUMDZSL}

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 2026-07-05T04:51:44.181392Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3256f7503485a9be7203431e1a307992cfdc60dd8583d94aef55ec13a3235334

Aliases

arxiv: 2208.12343 · arxiv_version: 2208.12343v1 · doi: 10.48550/arxiv.2208.12343 · pith_short_12: GJLPOUBUQWU3 · pith_short_16: GJLPOUBUQWU344QD · pith_short_8: GJLPOUBU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GJLPOUBUQWU344QDIMPBUMDZSL \
  | 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: 3256f7503485a9be7203431e1a307992cfdc60dd8583d94aef55ec13a3235334
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1c051c0a72d2ab7f8e52a2b5f0191736349be0cb72564bc5c7936a5e7be88f1e",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-08-25T20:57:07Z",
    "title_canon_sha256": "92e10503cd969268a7d964cba0775833c0e4ec2b5e39d0b051efc2287df622b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.12343",
    "kind": "arxiv",
    "version": 1
  }
}