pith. sign in
Pith Number

pith:K2ZT5BUH

pith:2020:K2ZT5BUH4HWHZOIDCP3VOXCIT6
not attested not anchored not stored refs pending

Uncertainty in Neural Processes

Benjamin Bloem-Reddy, Frank Wood, Kenny Chiu, Saeid Naderiparizi

arxiv:2010.03753 v1 · 2020-10-08 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{K2ZT5BUH4HWHZOIDCP3VOXCIT6}

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 2026-07-05T01:41:23.225756Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

56b33e8687e1ec7cb90313f7575c489f9b04f1863a27dabafe463777a6fec478

Aliases

arxiv: 2010.03753 · arxiv_version: 2010.03753v1 · doi: 10.48550/arxiv.2010.03753 · pith_short_12: K2ZT5BUH4HWH · pith_short_16: K2ZT5BUH4HWHZOID · pith_short_8: K2ZT5BUH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/K2ZT5BUH4HWHZOIDCP3VOXCIT6 \
  | 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: 56b33e8687e1ec7cb90313f7575c489f9b04f1863a27dabafe463777a6fec478
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f2dccc8110d329e957106162f98778b8829f052d9516d5feb531080e9f9d4663",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-08T04:10:05Z",
    "title_canon_sha256": "346a850df3d24aec2f9b431a7e828294c2502036d8cc95f93b307125407aff20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.03753",
    "kind": "arxiv",
    "version": 1
  }
}