Pith Number

pith:WAWF4GM2

pith:2021:WAWF4GM2PSYYZXNOZTTR56WFTV

not attested not anchored not stored refs pending

Learning Equivariant Energy Based Models with Equivariant Stein Variational Gradient Descent

Lars Holdijk, Max Welling, Priyank Jaini

arxiv:2106.07832 v2 · 2021-06-15 · cs.LG · cs.AI · 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{WAWF4GM2PSYYZXNOZTTR56WFTV}

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	2026-07-05T03:01:36.517179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b02c5e199a7cb18cddaecce71efac59d553380abedb01baf6fc21c6b86ee5961

Aliases

arxiv: 2106.07832 · arxiv_version: 2106.07832v2 · doi: 10.48550/arxiv.2106.07832 · pith_short_12: WAWF4GM2PSYY · pith_short_16: WAWF4GM2PSYYZXNO · pith_short_8: WAWF4GM2

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/WAWF4GM2PSYYZXNOZTTR56WFTV \
  | 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: b02c5e199a7cb18cddaecce71efac59d553380abedb01baf6fc21c6b86ee5961

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fe163b32ca12b26862214888e4cc34c667884a4e216d3fd6d9788a6718c7f6a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-15T01:35:17Z",
    "title_canon_sha256": "2ca6e759590958222271894a8c4458afdf3c08f4eb8ab34152c1ec9270b47077"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.07832",
    "kind": "arxiv",
    "version": 2
  }
}