Pith Number

pith:5MU5LVCM

pith:2020:5MU5LVCM3FMMWIDBDOGDBZ4QAE

not attested not anchored not stored refs pending

Conditional Sampling with Monotone GANs: from Generative Models to Likelihood-Free Inference

Bamdad Hosseini, Nikola B. Kovachki, Ricardo Baptista, Youssef Marzouk

arxiv:2006.06755 v3 · 2020-06-11 · stat.ML · cs.LG · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5MU5LVCM3FMMWIDBDOGDBZ4QAE}

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	2026-07-05T06:17:35.241207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb29d5d44cd958cb20611b8c30e7900139f3d22dfc77a3237f40b92c7ace8a58

Aliases

arxiv: 2006.06755 · arxiv_version: 2006.06755v3 · doi: 10.48550/arxiv.2006.06755 · pith_short_12: 5MU5LVCM3FMM · pith_short_16: 5MU5LVCM3FMMWIDB · pith_short_8: 5MU5LVCM

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/5MU5LVCM3FMMWIDBDOGDBZ4QAE \
  | 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: eb29d5d44cd958cb20611b8c30e7900139f3d22dfc77a3237f40b92c7ace8a58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32df0fc2d6486d1ae121a71a53d47373bfdcc0ba5a5daa2abce07f4450e0d91a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-06-11T19:15:43Z",
    "title_canon_sha256": "6a3be0ef292c530f23a9ba9e1b541e9c79c445c1a09320375507e2f2df96c975"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.06755",
    "kind": "arxiv",
    "version": 3
  }
}