Pith Number

pith:2G4BGGX7

pith:2020:2G4BGGX7RSVAZLNEGYWE7V5BC3

not attested not anchored not stored refs pending

Ordering Dimensions with Nested Dropout Normalizing Flows

Artur Bekasov, Iain Murray

arxiv:2006.08777 v1 · 2020-06-15 · 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{2G4BGGX7RSVAZLNEGYWE7V5BC3}

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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

Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows

Receipt and verification

First computed	2026-07-05T01:10:42.954799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1b8131aff8caa0cada4362c4fd7a116f34b574148fb8d06f77ef234df1a9850

Aliases

arxiv: 2006.08777 · arxiv_version: 2006.08777v1 · doi: 10.48550/arxiv.2006.08777 · pith_short_12: 2G4BGGX7RSVA · pith_short_16: 2G4BGGX7RSVAZLNE · pith_short_8: 2G4BGGX7

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/2G4BGGX7RSVAZLNEGYWE7V5BC3 \
  | 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: d1b8131aff8caa0cada4362c4fd7a116f34b574148fb8d06f77ef234df1a9850

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9fc33946abf0cfdb20fde1393cd1dca91142b92cd8394e352f9f17cc9ecc52bb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-06-15T21:23:24Z",
    "title_canon_sha256": "870863d909e5a583e7683ce1323757049720b3411f426e47a099616991b2d445"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.08777",
    "kind": "arxiv",
    "version": 1
  }
}