Pith Number

pith:DXUCWEUD

pith:2023:DXUCWEUDCD6X5HV2GBKIAXCS6F

not attested not anchored not stored refs pending

Improving Zero-Shot Generalization for CLIP with Synthesized Prompts

Jian Liang, Nan Xu, Ran He, Tieniu Tan, Zhengbo Wang, Zilei Wang

arxiv:2307.07397 v1 · 2023-07-14 · 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{DXUCWEUDCD6X5HV2GBKIAXCS6F}

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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

3 papers in Pith

Beyond False Stability: High-Noise Drift Gating for Test-Time Adversarial Defenses in Vision-Language Models

Closed-Loop Bidirectional Prompting for Adversarial Robustness of Vision Language Models

CLIP-RD: Relative Distillation for Efficient CLIP Knowledge Distillation

Receipt and verification

First computed	2026-07-05T06:30:55.087594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1de82b128310fd7e9eba3054805c52f142cd6c53d8c9e087c12ab12ce94b12b1

Aliases

arxiv: 2307.07397 · arxiv_version: 2307.07397v1 · doi: 10.48550/arxiv.2307.07397 · pith_short_12: DXUCWEUDCD6X · pith_short_16: DXUCWEUDCD6X5HV2 · pith_short_8: DXUCWEUD

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/DXUCWEUDCD6X5HV2GBKIAXCS6F \
  | 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: 1de82b128310fd7e9eba3054805c52f142cd6c53d8c9e087c12ab12ce94b12b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a8cb43afa0a3f60374929b73f033d5767af7dc9cccbd0421665f0f7412d7b8b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-14T15:15:45Z",
    "title_canon_sha256": "4116d2523da05df57a5fa4727addfd2f85d920a03cbf2c582305ac2eb8fc0232"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.07397",
    "kind": "arxiv",
    "version": 1
  }
}