Pith Number

pith:5DTJP2ZS

pith:2021:5DTJP2ZSWYISGPSQXQMJPIFIWZ

not attested not anchored not stored refs pending

Group Equivariant Conditional Neural Processes

Akiyoshi Sannai, Makoto Kawano, Wataru Kumagai, Yusuke Iwasawa, Yutaka Matsuo

arxiv:2102.08759 v1 · 2021-02-17 · 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{5DTJP2ZSWYISGPSQXQMJPIFIWZ}

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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

Revisiting Neural Processes via Fourier Transform and Volterra Series

Receipt and verification

First computed	2026-07-05T02:16:07.717980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8e697eb32b611233e50bc1897a0a8b660b5292113bc4958ce5ee70379c1ffa6

Aliases

arxiv: 2102.08759 · arxiv_version: 2102.08759v1 · doi: 10.48550/arxiv.2102.08759 · pith_short_12: 5DTJP2ZSWYIS · pith_short_16: 5DTJP2ZSWYISGPSQ · pith_short_8: 5DTJP2ZS

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/5DTJP2ZSWYISGPSQXQMJPIFIWZ \
  | 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: e8e697eb32b611233e50bc1897a0a8b660b5292113bc4958ce5ee70379c1ffa6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d570150e34b93e49d2e7e3e29bac57966c4332a0f22785689938ead72aa0a95",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-17T13:50:07Z",
    "title_canon_sha256": "bb4fae74149632d018ce169a76b56e7d8aaf0487200994285439f52b90571cff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.08759",
    "kind": "arxiv",
    "version": 1
  }
}