Pith Number

pith:D6GBU5IU

pith:2023:D6GBU5IUOPDP3XHCXVRJF5ABSR

not attested not anchored not stored refs pending

A Brief Review of Hypernetworks in Deep Learning

David A. Clifton, Jiandong Zhou, Ping Lu, Soheila Molaei, Vinod Kumar Chauhan

arxiv:2306.06955 v3 · 2023-06-12 · 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{D6GBU5IUOPDP3XHCXVRJF5ABSR}

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

InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate

Receipt and verification

First computed	2026-07-05T09:55:52.280001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f8c1a751473c6fddce2bd6292f40194682c965a5bd6d7c24a0ea7a4f06aa6d4

Aliases

arxiv: 2306.06955 · arxiv_version: 2306.06955v3 · doi: 10.48550/arxiv.2306.06955 · pith_short_12: D6GBU5IUOPDP · pith_short_16: D6GBU5IUOPDP3XHC · pith_short_8: D6GBU5IU

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/D6GBU5IUOPDP3XHCXVRJF5ABSR \
  | 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: 1f8c1a751473c6fddce2bd6292f40194682c965a5bd6d7c24a0ea7a4f06aa6d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8dd0b5af1d8ae6a631532f8a6264567897ab007edae2bedce0bf760d893fc5f4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-12T08:37:38Z",
    "title_canon_sha256": "560da66863d85a6830692491d1402b6877423b94a0eb91deb62cf0989d14cfef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06955",
    "kind": "arxiv",
    "version": 3
  }
}