Pith Number

pith:QBAWUSVC

pith:2022:QBAWUSVCEHZHLL7OQ5UI35LLDT

not attested not anchored not stored refs pending

The Neural Process Family: Survey, Applications and Perspectives

Dong Gong, Lina Yao, Richard E. Turner, Saurav Jha, Xuesong Wang

arxiv:2209.00517 v3 · 2022-09-01 · cs.LG · cs.CV

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\usepackage{pith}
\pithnumber{QBAWUSVCEHZHLL7OQ5UI35LLDT}

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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

3 papers in Pith

Neural Operator Processes for Probabilistic Operator Learning under Partial Observations

Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction with NightLANP

Revisiting Neural Processes via Fourier Transform and Volterra Series

Receipt and verification

First computed	2026-07-05T06:56:52.741264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80416a4aa221f275afee87688df56b1cd6cad95ec326968efe5fa406e456d69f

Aliases

arxiv: 2209.00517 · arxiv_version: 2209.00517v3 · doi: 10.48550/arxiv.2209.00517 · pith_short_12: QBAWUSVCEHZH · pith_short_16: QBAWUSVCEHZHLL7O · pith_short_8: QBAWUSVC

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/QBAWUSVCEHZHLL7OQ5UI35LLDT \
  | 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: 80416a4aa221f275afee87688df56b1cd6cad95ec326968efe5fa406e456d69f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc6a691e0348e16ebd6b7581fd6f85ffd499163e9001f1f52e3a74b27c85b4f2",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-01T15:01:32Z",
    "title_canon_sha256": "2cf2eebd1ed898423c50df718a287751726a29c7e44cc00bfd3ac5b463545313"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.00517",
    "kind": "arxiv",
    "version": 3
  }
}