Pith Number

pith:VFJPQNUG

pith:2024:VFJPQNUGUQ6AIW3SYAH4DGSFTG

not attested not anchored not stored refs pending

If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions

Cristina Menghini, Reza Esfandiarpoor, Stephen H. Bach

arxiv:2403.16442 v2 · 2024-03-25 · cs.CL · 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{VFJPQNUGUQ6AIW3SYAH4DGSFTG}

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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

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models

Receipt and verification

First computed	2026-07-05T09:44:33.816095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a952f83686a43c045b72c00fc19a459983ae8096557f004d29bf462e0c672979

Aliases

arxiv: 2403.16442 · arxiv_version: 2403.16442v2 · doi: 10.48550/arxiv.2403.16442 · pith_short_12: VFJPQNUGUQ6A · pith_short_16: VFJPQNUGUQ6AIW3S · pith_short_8: VFJPQNUG

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/VFJPQNUGUQ6AIW3SYAH4DGSFTG \
  | 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: a952f83686a43c045b72c00fc19a459983ae8096557f004d29bf462e0c672979

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5703d6504010cdf7008d9b94f44fa5bcaa1ccf2fed0b12d3ef32a2fd1464d55d",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-25T06:05:50Z",
    "title_canon_sha256": "0885bb5abf97bbf7e8aabd5bf24cfea1a65ee3124f333a3a2e5fdeab72f40779"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16442",
    "kind": "arxiv",
    "version": 2
  }
}