Pith Number

pith:SLW7EFWV

pith:2022:SLW7EFWVAO5WHGGKR2BIOBGLWH

not attested not anchored not stored refs pending

Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning

Changkun Ye, Lars Petersson, Nick Barnes, Russell Tsuchida

arxiv:2210.06120 v1 · 2022-10-11 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SLW7EFWVAO5WHGGKR2BIOBGLWH}

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	2026-07-05T05:05:56.933228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92edf216d503bb6398ca8e828704cbb1e956b2251183f844cd1e3d3e44eb0353

Aliases

arxiv: 2210.06120 · arxiv_version: 2210.06120v1 · doi: 10.48550/arxiv.2210.06120 · pith_short_12: SLW7EFWVAO5W · pith_short_16: SLW7EFWVAO5WHGGK · pith_short_8: SLW7EFWV

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/SLW7EFWVAO5WHGGKR2BIOBGLWH \
  | 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: 92edf216d503bb6398ca8e828704cbb1e956b2251183f844cd1e3d3e44eb0353

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc3008b3a4851cb8c5267b036e60bac90c291563303a96bf2f2d7839546a5370",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-11T04:57:20Z",
    "title_canon_sha256": "aa44d0453f862bb5c85b05a95ba45ce6c81e42cccc1c959bc7c3747ed86342fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.06120",
    "kind": "arxiv",
    "version": 1
  }
}