Pith Number

pith:IRWRMPDK

pith:2023:IRWRMPDKDNOFSSVEEB4JA5BMJ2

not attested not anchored not stored refs pending

Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction

Bin Yang, Mario D\"obler, Robert A. Marsden

arxiv:2306.00650 v2 · 2023-06-01 · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IRWRMPDKDNOFSSVEEB4JA5BMJ2}

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

Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation

Receipt and verification

First computed	2026-07-05T07:05:09.406841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

446d163c6a1b5c594aa4207890742c4e85e6e3348ac6f51df6a3011339b5ed98

Aliases

arxiv: 2306.00650 · arxiv_version: 2306.00650v2 · doi: 10.48550/arxiv.2306.00650 · pith_short_12: IRWRMPDKDNOF · pith_short_16: IRWRMPDKDNOFSSVE · pith_short_8: IRWRMPDK

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/IRWRMPDKDNOFSSVEEB4JA5BMJ2 \
  | 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: 446d163c6a1b5c594aa4207890742c4e85e6e3348ac6f51df6a3011339b5ed98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f7b152d80b3b8155b884f3016f5234b4130a7879f8ebb9d35c79f3d257e5b77",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-01T13:16:10Z",
    "title_canon_sha256": "315b06496258e2525150b50526ad6816b9965aed619b51737d0343ef8ac332e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00650",
    "kind": "arxiv",
    "version": 2
  }
}