Pith Number

pith:MFKINZA3

pith:2025:MFKINZA35UO4ABNSJMBBNQQBFI

not attested not anchored not stored refs pending

Harmonizing and Merging Source Models for CLIP-based Domain Generalization

Aihua Zheng, Bin Luo, Bo Jiang, Jian Liang, Yuhe Ding, Zi Wang

arxiv:2506.09446 v1 · 2025-06-11 · cs.CV

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\usepackage{pith}
\pithnumber{MFKINZA35UO4ABNSJMBBNQQBFI}

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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

On the Vulnerability of Parameter-Level Defenses to Model Merging

Receipt and verification

First computed	2026-07-05T11:19:37.542872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

615486e41bed1dc005b24b0216c2012a3399cc5adf5b940b1cacaf0099eba9f9

Aliases

arxiv: 2506.09446 · arxiv_version: 2506.09446v1 · doi: 10.48550/arxiv.2506.09446 · pith_short_12: MFKINZA35UO4 · pith_short_16: MFKINZA35UO4ABNS · pith_short_8: MFKINZA3

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/MFKINZA35UO4ABNSJMBBNQQBFI \
  | 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: 615486e41bed1dc005b24b0216c2012a3399cc5adf5b940b1cacaf0099eba9f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "557672b95e3145bd3bd344b48139c5205f8490c573b321147d1762053f94c486",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-11T06:52:36Z",
    "title_canon_sha256": "fe94996bc1448789efbc10fcc77ead0fd621157622458171bbbe6e553ffc5724"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09446",
    "kind": "arxiv",
    "version": 1
  }
}