Pith Number

pith:VFOG632F

pith:2025:VFOG632F3UXNUBV7GTLZV6LIYW

not attested not anchored not stored refs pending

Quality Text, Robust Vision: The Role of Language in Enhancing Visual Robustness of Vision-Language Models

Futa Waseda, Isao Echizen, Saku Sugawara

arxiv:2507.16257 v1 · 2025-07-22 · 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{VFOG632F3UXNUBV7GTLZV6LIYW}

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	2026-07-05T11:41:06.528379Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a95c6f6f45dd2eda06bf34d79af968c5aeafea171d4646956476a24c36cc37b1

Aliases

arxiv: 2507.16257 · arxiv_version: 2507.16257v1 · doi: 10.48550/arxiv.2507.16257 · pith_short_12: VFOG632F3UXN · pith_short_16: VFOG632F3UXNUBV7 · pith_short_8: VFOG632F

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/VFOG632F3UXNUBV7GTLZV6LIYW \
  | 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: a95c6f6f45dd2eda06bf34d79af968c5aeafea171d4646956476a24c36cc37b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ac0c2b729f701f8806ccf8b79b453a1aa1683272814a47e52708e62f0484c2c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-22T06:13:30Z",
    "title_canon_sha256": "244f9c5de7df391beb802af9cd211aa31179a6f0a2a5b7b4bcaa08d8778f2f9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16257",
    "kind": "arxiv",
    "version": 1
  }
}