Pith Number

pith:SBWR6XBW

pith:2025:SBWR6XBWL3GZSTPTORNIH6RDNL

not attested not anchored not stored refs pending

Adapting Vision-Language Models Without Labels: A Comprehensive Survey

Eleni Chatzi, Hao Dong, Jian Liang, Lijun Sheng, Olga Fink, Ran He

arxiv:2508.05547 v1 · 2025-08-07 · cs.LG · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{SBWR6XBWL3GZSTPTORNIH6RDNL}

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Record completeness

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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

3 papers in Pith

ComMem: Complementary Memory Systems for Test-Time Adaptation of Vision-Language Models

VIP: Visual-guided Prompt Evolution for Efficient Dense Vision-Language Inference

Receipt and verification

First computed	2026-07-05T11:50:15.231348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

906d1f5c365ecd994df3745a83fa236aff9cd8b83a834ec476bfdb4315567f7a

Aliases

arxiv: 2508.05547 · arxiv_version: 2508.05547v1 · doi: 10.48550/arxiv.2508.05547 · pith_short_12: SBWR6XBWL3GZ · pith_short_16: SBWR6XBWL3GZSTPT · pith_short_8: SBWR6XBW

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/SBWR6XBWL3GZSTPTORNIH6RDNL \
  | 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: 906d1f5c365ecd994df3745a83fa236aff9cd8b83a834ec476bfdb4315567f7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e39c012d74fd4276d70162399e8543d37d1c051fb7f551cb99980a43b56a126",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-07T16:27:37Z",
    "title_canon_sha256": "6e89570b3267aae211e11290f905da0de3bacce746ffc39eca9bcfa5842cbe4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05547",
    "kind": "arxiv",
    "version": 1
  }
}