Pith Number

pith:G5RNB2AZ

pith:2022:G5RNB2AZFHXFELQFOG7PW76RVF

not attested not anchored not stored refs pending

Uncertainty Modeling for Out-of-Distribution Generalization

Jun Liu, Ling-Yu Duan, Xiaotong Li, Ying Shan, Yixiao Ge, Yongxing Dai

arxiv:2202.03958 v2 · 2022-02-08 · cs.CV · 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{G5RNB2AZFHXFELQFOG7PW76RVF}

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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

1 paper in Pith

Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization

Receipt and verification

First computed	2026-07-05T04:16:54.385934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3762d0e81929ee522e0571befb7fd1a94f04369c366da91a7ad0956090d13fd7

Aliases

arxiv: 2202.03958 · arxiv_version: 2202.03958v2 · doi: 10.48550/arxiv.2202.03958 · pith_short_12: G5RNB2AZFHXF · pith_short_16: G5RNB2AZFHXFELQF · pith_short_8: G5RNB2AZ

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/G5RNB2AZFHXFELQFOG7PW76RVF \
  | 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: 3762d0e81929ee522e0571befb7fd1a94f04369c366da91a7ad0956090d13fd7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "123e2d3fa7840b1210b4884a846ba64153bf6bc224778bcd8217df4aff476b76",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-02-08T16:09:12Z",
    "title_canon_sha256": "744bbb100d9a95d3a374a87276c35d553e75bf9cbe42d9c77bf5fa0fa8de3ad7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.03958",
    "kind": "arxiv",
    "version": 2
  }
}