Pith Number

pith:EXJY2CEG

pith:2021:EXJY2CEGGCEOYZQCHI6436DH2R

not attested not anchored not stored refs pending

Opening Deep Neural Networks with Generative Models

Alexei Machado, Hugo Oliveira, Jefersson A. dos Santos, Marcos Vendramini

arxiv:2105.10013 v3 · 2021-05-20 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EXJY2CEGGCEOYZQCHI6436DH2R}

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	2026-07-05T02:53:57.701491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25d38d08863088ec66023a3dcdf867d46542210b4aa7fb9b920cf8f932cbc1ad

Aliases

arxiv: 2105.10013 · arxiv_version: 2105.10013v3 · doi: 10.48550/arxiv.2105.10013 · pith_short_12: EXJY2CEGGCEO · pith_short_16: EXJY2CEGGCEOYZQC · pith_short_8: EXJY2CEG

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/EXJY2CEGGCEOYZQCHI6436DH2R \
  | 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: 25d38d08863088ec66023a3dcdf867d46542210b4aa7fb9b920cf8f932cbc1ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "863c0b5dab331e17d08eca2033c0c4f78c67030be9de5847c2c5d271565cfc08",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-05-20T20:02:29Z",
    "title_canon_sha256": "979ac63a6cfcb470d4fb3e7c0a7c6e09ff198eabff2c0073c98a0705b31765ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.10013",
    "kind": "arxiv",
    "version": 3
  }
}