Pith Number

pith:EOVHKII3

pith:2023:EOVHKII3IVZSQBJ6SHQPWFT2CQ

not attested not anchored not stored refs pending

Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How

Arlind Kadra, Fabio Ferreira, Frank Hutter, Josif Grabocka, Sebastian Pineda Arango

arxiv:2306.03828 v4 · 2023-06-06 · 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{EOVHKII3IVZSQBJ6SHQPWFT2CQ}

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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

Quickly Tuning Foundation Models for Image Segmentation

Receipt and verification

First computed	2026-07-05T07:48:16.499559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23aa75211b457328053e91e0fb167a14152bc05cc33591d8f5af079bde3cf3ba

Aliases

arxiv: 2306.03828 · arxiv_version: 2306.03828v4 · doi: 10.48550/arxiv.2306.03828 · pith_short_12: EOVHKII3IVZS · pith_short_16: EOVHKII3IVZSQBJ6 · pith_short_8: EOVHKII3

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/EOVHKII3IVZSQBJ6SHQPWFT2CQ \
  | 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: 23aa75211b457328053e91e0fb167a14152bc05cc33591d8f5af079bde3cf3ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc8c1fe94a700c840eb74b1a47459e35cbaed7c3cd298e65a9ab9bea6babba05",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-06T16:15:26Z",
    "title_canon_sha256": "7b054c255a175f2010b9358bab8e4d1513923ff4dcedc0064b0b069901e09b0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03828",
    "kind": "arxiv",
    "version": 4
  }
}