Pith Number

pith:GPY3WK3I

pith:2023:GPY3WK3IE42POQWAV3LCYKXWMO

not attested not anchored not stored refs pending

On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds

Alex Havrilla, Biraj Dahal, Minshuo Chen, Tuo Zhao, Wenjing Liao

arxiv:2302.13183 v1 · 2023-02-25 · 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{GPY3WK3IE42POQWAV3LCYKXWMO}

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	2026-07-05T05:45:43.986505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33f1bb2b682734f742c0aed62c2af663b05af150204f2d81ec504f0269be9a88

Aliases

arxiv: 2302.13183 · arxiv_version: 2302.13183v1 · doi: 10.48550/arxiv.2302.13183 · pith_short_12: GPY3WK3IE42P · pith_short_16: GPY3WK3IE42POQWA · pith_short_8: GPY3WK3I

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/GPY3WK3IE42POQWAV3LCYKXWMO \
  | 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: 33f1bb2b682734f742c0aed62c2af663b05af150204f2d81ec504f0269be9a88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58879fb8a1a24e7c98ebe502e60d726811421079467ede01b602e1076ca2ec11",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-25T22:34:19Z",
    "title_canon_sha256": "4f524fedda61012e22730d4c66985162e8f4ecdd1e98b053c21815e8fc8a3663"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.13183",
    "kind": "arxiv",
    "version": 1
  }
}