Pith Number

pith:X3PHAEEZ

pith:2024:X3PHAEEZGKYOM2HS4R3UGRZGIS

not attested not anchored not stored refs pending

Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models

Changsheng Xu, Haiyang Zhang, Lu Yu

arxiv:2410.21802 v2 · 2024-10-29 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X3PHAEEZGKYOM2HS4R3UGRZGIS}

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	2026-07-05T09:28:14.651962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bede70109932b0e668f2e47743472644a2abecd4d3146e53354ae3c852171950

Aliases

arxiv: 2410.21802 · arxiv_version: 2410.21802v2 · doi: 10.48550/arxiv.2410.21802 · pith_short_12: X3PHAEEZGKYO · pith_short_16: X3PHAEEZGKYOM2HS · pith_short_8: X3PHAEEZ

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/X3PHAEEZGKYOM2HS4R3UGRZGIS \
  | 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: bede70109932b0e668f2e47743472644a2abecd4d3146e53354ae3c852171950

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cd1f6128939422f37061f2b587864dd5dedcbcec76a88a314bf580ccaa1b836",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-29T07:15:09Z",
    "title_canon_sha256": "0b608cb1c98107f09753df470ab5f3a9b91093cc9fe11f44f41af1838b99ad23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21802",
    "kind": "arxiv",
    "version": 2
  }
}