Pith Number

pith:C56BFEXG

pith:2025:C56BFEXG2RBEZGYLB6CGTDN4LY

not attested not anchored not stored refs pending

Realistic Test-Time Adaptation of Vision-Language Models

Christophe De Vleeschouwer, Cl\'ement Fuchs, Ismail Ben Ayed, Maxime Zanella

arxiv:2501.03729 v1 · 2025-01-07 · 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{C56BFEXG2RBEZGYLB6CGTDN4LY}

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.

Receipt and verification

First computed	2026-07-05T09:57:58.958525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

177c1292e6d4424c9b0b0f84698dbc5e0c05ced3d75e2854a34871181973d740

Aliases

arxiv: 2501.03729 · arxiv_version: 2501.03729v1 · doi: 10.48550/arxiv.2501.03729 · pith_short_12: C56BFEXG2RBE · pith_short_16: C56BFEXG2RBEZGYL · pith_short_8: C56BFEXG

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/C56BFEXG2RBEZGYLB6CGTDN4LY \
  | 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: 177c1292e6d4424c9b0b0f84698dbc5e0c05ced3d75e2854a34871181973d740

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee25b437c8d0feb1348438dc57fe57de0071dca0d78bb4fd42218e7c1a721f5e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-07T12:17:25Z",
    "title_canon_sha256": "019da4a07c91ecaa906c44dc15b9a86d9a24dd1574c9cb45012fe22a719b1b74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03729",
    "kind": "arxiv",
    "version": 1
  }
}