Pith Number

pith:TMISKQTI

pith:2023:TMISKQTIEQLG36AVMIFHHE6FIF

not attested not anchored not stored refs pending

Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data

Halil Ibrahim Gulluk, James Zou, Linjun Zhang, Ryumei Nakada, Wenlong Ji, Zhun Deng

arxiv:2302.06232 v3 · 2023-02-13 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TMISKQTIEQLG36AVMIFHHE6FIF}

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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

S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity

Receipt and verification

First computed	2026-07-05T05:51:29.329407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b1125426824166df815620a7393c5417c9e008b1bfbc46e91eea346717e12e1

Aliases

arxiv: 2302.06232 · arxiv_version: 2302.06232v3 · doi: 10.48550/arxiv.2302.06232 · pith_short_12: TMISKQTIEQLG · pith_short_16: TMISKQTIEQLG36AV · pith_short_8: TMISKQTI

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/TMISKQTIEQLG36AVMIFHHE6FIF \
  | 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: 9b1125426824166df815620a7393c5417c9e008b1bfbc46e91eea346717e12e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f011e91295e04113e6d5f6c4bc5dd482d673501c9c9a2dae9d153707a87bac6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-13T10:11:05Z",
    "title_canon_sha256": "1418c0e14bae0455e652ff57b6f91e08e76bc23c38d24c8ef0949b1c739f10f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06232",
    "kind": "arxiv",
    "version": 3
  }
}