Pith Number

pith:5TMUTC75

pith:2023:5TMUTC75BVUEI5I6MGRFDSOATV

not attested not anchored not stored refs pending

Diversified in-domain synthesis with efficient fine-tuning for few-shot classification

Elisa Ricci, Nicola Dall'Asen, Nicu Sebe, Victor G. Turrisi da Costa, Yiming Wang

arxiv:2312.03046 v2 · 2023-12-05 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5TMUTC75BVUEI5I6MGRFDSOATV}

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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

Exploring Cross-Modal Flows for Few-Shot Learning

Receipt and verification

First computed	2026-07-05T07:21:47.042737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecd9498bfd0d6844751e61a251c9c09d48d24b4f9a6859c3169ca8177ab9015e

Aliases

arxiv: 2312.03046 · arxiv_version: 2312.03046v2 · doi: 10.48550/arxiv.2312.03046 · pith_short_12: 5TMUTC75BVUE · pith_short_16: 5TMUTC75BVUEI5I6 · pith_short_8: 5TMUTC75

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/5TMUTC75BVUEI5I6MGRFDSOATV \
  | 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: ecd9498bfd0d6844751e61a251c9c09d48d24b4f9a6859c3169ca8177ab9015e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa1dcda3e12ae718a10b134e442c91298c79c277311ee7a52b76d20956980a9a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-05T17:18:09Z",
    "title_canon_sha256": "d3e58da09d819f3741ac190dbc274dd6aef235c807264f4827266faa7fa885db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03046",
    "kind": "arxiv",
    "version": 2
  }
}