Pith Number

pith:KK4YNCHT

pith:2021:KK4YNCHTHLAWVHAK3LMSO3SI6N

not attested not anchored not stored refs pending

A Generic Approach for Enhancing GANs by Regularized Latent Optimization

Changyou Chen, Chunyuan Li, Jinhui Xu, Yufan Zhou

arxiv:2112.03502 v1 · 2021-12-07 · cs.LG · 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{KK4YNCHTHLAWVHAK3LMSO3SI6N}

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	2026-07-05T03:38:46.237842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52b98688f33ac16a9c0adad9276e48f358e704d5a0fa4fcf9fcdbbf5dc98fd20

Aliases

arxiv: 2112.03502 · arxiv_version: 2112.03502v1 · doi: 10.48550/arxiv.2112.03502 · pith_short_12: KK4YNCHTHLAW · pith_short_16: KK4YNCHTHLAWVHAK · pith_short_8: KK4YNCHT

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/KK4YNCHTHLAWVHAK3LMSO3SI6N \
  | 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: 52b98688f33ac16a9c0adad9276e48f358e704d5a0fa4fcf9fcdbbf5dc98fd20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03525061c4b9deb874e3104c95584a7398ffbefb74263491dafa88e7dacfa9b6",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-07T05:22:50Z",
    "title_canon_sha256": "65e006e0ea56c27056b551de5b147c867dcaec2a37f183a3516c1ba2fa528827"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.03502",
    "kind": "arxiv",
    "version": 1
  }
}