Pith Number

pith:2D72AUAA

pith:2020:2D72AUAAZFQ6B44HCWX7ECKANV

not attested not anchored not stored refs pending

Categorical Normalizing Flows via Continuous Transformations

Efstratios Gavves, Phillip Lippe

arxiv:2006.09790 v3 · 2020-06-17 · 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{2D72AUAAZFQ6B44HCWX7ECKANV}

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

Graph Neural Networks in Modern AI-aided Drug Discovery

Receipt and verification

First computed	2026-07-05T02:08:30.103186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0ffa05000c961e0f38715aff209406d7cf4a080ca262d69bea8875108617bb2

Aliases

arxiv: 2006.09790 · arxiv_version: 2006.09790v3 · doi: 10.48550/arxiv.2006.09790 · pith_short_12: 2D72AUAAZFQ6 · pith_short_16: 2D72AUAAZFQ6B44H · pith_short_8: 2D72AUAA

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/2D72AUAAZFQ6B44HCWX7ECKANV \
  | 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: d0ffa05000c961e0f38715aff209406d7cf4a080ca262d69bea8875108617bb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8d6c5100012099f0ea2e329ef096a2519c6d01c0e1f6fc76c906b8b8a06381d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-17T11:37:01Z",
    "title_canon_sha256": "c29caae195b587e17a2dd10722a32b4b4fe524499b2cced8fea0a90201222bfb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.09790",
    "kind": "arxiv",
    "version": 3
  }
}