Pith Number

pith:I22BWDYI

pith:2025:I22BWDYIIKUS2D6WFC5THG6ZBV

not attested not anchored not stored refs pending

Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization

Jiebo Luo, Jin Chen, Qingjie Zhao, Xinxiao Wu, Zhi Gao, Ziyi Wang

arxiv:2507.12851 v1 · 2025-07-17 · 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{I22BWDYIIKUS2D6WFC5THG6ZBV}

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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

Domain Generalization via Text-Anchored Information Bottleneck

Receipt and verification

First computed	2026-07-05T11:38:40.343304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46b41b0f0842a92d0fd628bb339bd90d718742a2e149f9aec1ddecdd4604264a

Aliases

arxiv: 2507.12851 · arxiv_version: 2507.12851v1 · doi: 10.48550/arxiv.2507.12851 · pith_short_12: I22BWDYIIKUS · pith_short_16: I22BWDYIIKUS2D6W · pith_short_8: I22BWDYI

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/I22BWDYIIKUS2D6WFC5THG6ZBV \
  | 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: 46b41b0f0842a92d0fd628bb339bd90d718742a2e149f9aec1ddecdd4604264a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23a11d6a9f50252d561f4951f254fd287dcc15b233e785aeda536aec9ce3f149",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-17T07:20:32Z",
    "title_canon_sha256": "bf11986e13d86237b03c0105fe0a16474e46f43db00636a5389b904944c43e35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12851",
    "kind": "arxiv",
    "version": 1
  }
}