Pith Number

pith:KRO3AOIX

pith:2021:KRO3AOIXHTFOWAWERN5FL3P3DY

not attested not anchored not stored refs pending

Efficient Training of Visual Transformers with Small Datasets

Bruno Lepri, Enver Sangineto, Marco De Nadai, Nicu Sebe, Wei Bi, Yahui Liu

arxiv:2106.03746 v2 · 2021-06-07 · cs.CV · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KRO3AOIXHTFOWAWERN5FL3P3DY}

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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

Multimodal learning enables instant ionizing radiation alerts on unmodified mobile phones for real-world emergency response

Receipt and verification

First computed	2026-07-05T03:31:27.911957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

545db039173ccaeb02c48b7a55edfb1e01e0d3e70a7990eec2bb7c477bc19830

Aliases

arxiv: 2106.03746 · arxiv_version: 2106.03746v2 · doi: 10.48550/arxiv.2106.03746 · pith_short_12: KRO3AOIXHTFO · pith_short_16: KRO3AOIXHTFOWAWE · pith_short_8: KRO3AOIX

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/KRO3AOIXHTFOWAWERN5FL3P3DY \
  | 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: 545db039173ccaeb02c48b7a55edfb1e01e0d3e70a7990eec2bb7c477bc19830

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6193b97823c75498d2b1e204fe6aa45f0a727d0555f85ae76f833fa03547cea",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-06-07T16:14:06Z",
    "title_canon_sha256": "e073e069862376994c8cf7c74994f3fd74f5096746c6ded34d43c719293f6adc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.03746",
    "kind": "arxiv",
    "version": 2
  }
}