Pith Number

pith:KPD4BRJY

pith:2020:KPD4BRJYNUKGI7ZYZRB5W5FJEB

not attested not anchored not stored refs pending

Generalization Properties of Optimal Transport GANs with Latent Distribution Learning

Carlo Ciliberto, Giulia Luise, Massimiliano Pontil

arxiv:2007.14641 v1 · 2020-07-29 · stat.ML · 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{KPD4BRJYNUKGI7ZYZRB5W5FJEB}

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.

Cited by

1 paper in Pith

Quantum latent distributions in deep generative models

Receipt and verification

First computed	2026-07-05T01:23:17.793115Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53c7c0c5386d14647f38cc43db74a9207e3f31de24c326d5b00c91729b08904c

Aliases

arxiv: 2007.14641 · arxiv_version: 2007.14641v1 · doi: 10.48550/arxiv.2007.14641 · pith_short_12: KPD4BRJYNUKG · pith_short_16: KPD4BRJYNUKGI7ZY · pith_short_8: KPD4BRJY

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/KPD4BRJYNUKGI7ZYZRB5W5FJEB \
  | 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: 53c7c0c5386d14647f38cc43db74a9207e3f31de24c326d5b00c91729b08904c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a404518e52d6045549ddfda01b0789b06ff80dc63fa48d8efe51de9f664d67c1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-07-29T07:31:33Z",
    "title_canon_sha256": "bbceb10a743174a002bde39a3bedb1b9c44d8ca61ba02aed5f56951c8fba8785"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.14641",
    "kind": "arxiv",
    "version": 1
  }
}