Pith Number

pith:JURO5ZTB

pith:2019:JURO5ZTBT53JEHGGCHE5FE7OYE

not attested not anchored not stored refs pending

Neural Network Surgery with Sets

Christy Dennison, Jonathan Raiman, Susan Zhang

arxiv:1912.06719 v2 · 2019-12-13 · cs.CL · 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{JURO5ZTBT53JEHGGCHE5FE7OYE}

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

Learning Action-Transferable Policy with Action Embedding

Receipt and verification

First computed	2026-07-05T00:49:20.113106Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d22eee6619f76921cc611c9d293eec109f2d1e81f24d6cca05ae1671ddd9493

Aliases

arxiv: 1912.06719 · arxiv_version: 1912.06719v2 · doi: 10.48550/arxiv.1912.06719 · pith_short_12: JURO5ZTBT53J · pith_short_16: JURO5ZTBT53JEHGG · pith_short_8: JURO5ZTB

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/JURO5ZTBT53JEHGGCHE5FE7OYE \
  | 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: 4d22eee6619f76921cc611c9d293eec109f2d1e81f24d6cca05ae1671ddd9493

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e34c5bf47f13372cbd959fac1cdde352450bf3c608ad615ee5f087531b5d24d9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-12-13T21:41:39Z",
    "title_canon_sha256": "802a00aba82bfb4968bc3ae0c2621f758d79e3f1a8d04d448b57db91dc0912c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.06719",
    "kind": "arxiv",
    "version": 2
  }
}