Pith Number

pith:57CDZ3AJ

pith:2025:57CDZ3AJLLS6PUOCCOYNADGNL5

not attested not anchored not stored refs pending

Captured by Captions: On Memorization and its Mitigation in CLIP Models

Adam Dziedzic, Franziska Boenisch, Grace C. Kim, Michael Backes, Wenhao Wang

arxiv:2502.07830 v2 · 2025-02-11 · cs.CV · cs.AI · 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{57CDZ3AJLLS6PUOCCOYNADGNL5}

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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

LeakyCLIP: Extracting Training Data from CLIP

Receipt and verification

First computed	2026-07-05T11:05:23.310712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efc43cec095ae5e7d1c213b0d00ccd5f660582a33d7632744cbe4cd061ec3cf2

Aliases

arxiv: 2502.07830 · arxiv_version: 2502.07830v2 · doi: 10.48550/arxiv.2502.07830 · pith_short_12: 57CDZ3AJLLS6 · pith_short_16: 57CDZ3AJLLS6PUOC · pith_short_8: 57CDZ3AJ

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/57CDZ3AJLLS6PUOCCOYNADGNL5 \
  | 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: efc43cec095ae5e7d1c213b0d00ccd5f660582a33d7632744cbe4cd061ec3cf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "506f014968921ca8319d5fbdbf360aff072412862f2a75be18c5fcb3037fcbab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-11T00:11:13Z",
    "title_canon_sha256": "171e7c2ba142babc7c0f6d3a0cca0c44e30ce548b9758ca9496382f5cfa36e7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07830",
    "kind": "arxiv",
    "version": 2
  }
}