Pith Number

pith:UXR55S4L

pith:2025:UXR55S4LBQMOPT4PLYPTZ5LZ2U

not attested not anchored not stored refs pending

Adversarially Robust CLIP Models Can Induce Better (Robust) Perceptual Metrics

Christian Schlarmann, Francesco Croce, Matthias Hein, Naman Deep Singh

arxiv:2502.11725 v1 · 2025-02-17 · 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{UXR55S4LBQMOPT4PLYPTZ5LZ2U}

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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

Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment

Receipt and verification

First computed	2026-07-05T10:15:33.216383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5e3decb8b0c18e7cf8f5e1f3cf579d53db2cf8c413a47efdfe76f9fc294b746

Aliases

arxiv: 2502.11725 · arxiv_version: 2502.11725v1 · doi: 10.48550/arxiv.2502.11725 · pith_short_12: UXR55S4LBQMO · pith_short_16: UXR55S4LBQMOPT4P · pith_short_8: UXR55S4L

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/UXR55S4LBQMOPT4PLYPTZ5LZ2U \
  | 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: a5e3decb8b0c18e7cf8f5e1f3cf579d53db2cf8c413a47efdfe76f9fc294b746

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0eb2a77851de9368f6e2115cff6e159297c0209ee15d2dce6fa365eb0f4d4995",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-17T12:11:01Z",
    "title_canon_sha256": "68f07e777eeb16168ed8ccd734d99ab0b21e583df1451eb17248044debd5460a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11725",
    "kind": "arxiv",
    "version": 1
  }
}