Pith Number

pith:NPZBCBHG

pith:2018:NPZBCBHG4MY3KGPGMF5L7YFPGV

not attested not anchored not stored refs pending

Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation

Hao-Wen Dong, Yi-Hsuan Yang

arxiv:1810.04714 v1 · 2018-10-10 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NPZBCBHG4MY3KGPGMF5L7YFPGV}

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	2026-05-18T00:03:36.089673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bf21104e6e331b519e6617abfe0af357b61662321c6f08623e638b2053fd322

Aliases

arxiv: 1810.04714 · arxiv_version: 1810.04714v1 · doi: 10.48550/arxiv.1810.04714 · pith_short_12: NPZBCBHG4MY3 · pith_short_16: NPZBCBHG4MY3KGPG · pith_short_8: NPZBCBHG

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/NPZBCBHG4MY3KGPGMF5L7YFPGV \
  | 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: 6bf21104e6e331b519e6617abfe0af357b61662321c6f08623e638b2053fd322

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "008a8210a5791f93052707c91415a3f43866cc9f34a31b01286d003673a070d7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-10T19:13:59Z",
    "title_canon_sha256": "60932233198f01b75a70d9168e652243d1baaaf193d0d9b9f8769c65a5d2ab16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.04714",
    "kind": "arxiv",
    "version": 1
  }
}