Pith Number

pith:XH4LGLJ6

pith:2022:XH4LGLJ6Z74J7VN6HLXP3LA7JV

not attested not anchored not stored refs pending

A Unified Wasserstein Distributional Robustness Framework for Adversarial Training

Dinh Phung, He Zhao, Quan Tran, Trung Le, Tuan Anh Bui

arxiv:2202.13437 v1 · 2022-02-27 · cs.LG · 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{XH4LGLJ6Z74J7VN6HLXP3LA7JV}

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

FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models

Receipt and verification

First computed	2026-07-05T04:00:29.648562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9f8b32d3ecff89fd5be3aeefdac1f4d468b343ac8dcdb8ca075fba42eb978c7

Aliases

arxiv: 2202.13437 · arxiv_version: 2202.13437v1 · doi: 10.48550/arxiv.2202.13437 · pith_short_12: XH4LGLJ6Z74J · pith_short_16: XH4LGLJ6Z74J7VN6 · pith_short_8: XH4LGLJ6

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/XH4LGLJ6Z74J7VN6HLXP3LA7JV \
  | 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: b9f8b32d3ecff89fd5be3aeefdac1f4d468b343ac8dcdb8ca075fba42eb978c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e274a563afe6e1065abb673cc6456090e882cfb6192c9d5520d7c85772eb8e9",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-27T19:40:29Z",
    "title_canon_sha256": "0d32ab6ddfa89564cecbb11da79f177aca50286e4dfdce4e5cc0bc1b819b06f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.13437",
    "kind": "arxiv",
    "version": 1
  }
}