Pith Number

pith:K6UK4PT5

pith:2024:K6UK4PT5TRSWOTL3BB3YY476SJ

not attested not anchored not stored refs pending

Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization

Guoliang Kang, Yingfan Wang

arxiv:2412.07226 v1 · 2024-12-10 · 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{K6UK4PT5TRSWOTL3BB3YY476SJ}

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

Enhancing Performance of Explainable AI Models with Constrained Concept Refinement

Receipt and verification

First computed	2026-07-05T09:47:06.308985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57a8ae3e7d9c65674d7b08778c73fe92574976910e878703cb7367396ae88269

Aliases

arxiv: 2412.07226 · arxiv_version: 2412.07226v1 · doi: 10.48550/arxiv.2412.07226 · pith_short_12: K6UK4PT5TRSW · pith_short_16: K6UK4PT5TRSWOTL3 · pith_short_8: K6UK4PT5

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/K6UK4PT5TRSWOTL3BB3YY476SJ \
  | 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: 57a8ae3e7d9c65674d7b08778c73fe92574976910e878703cb7367396ae88269

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cef2f5fa131a8be366ad87d00c880e5958aabd49f5611584bfd63695e613b5f5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-10T06:27:48Z",
    "title_canon_sha256": "57bc4468012406da2879a7066f2ade0a11bb0aec5b3d8cfe0173133e34bc0f49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07226",
    "kind": "arxiv",
    "version": 1
  }
}