Pith Number

pith:TJWEBJD7

pith:2024:TJWEBJD7NNTFLT7GEFGQXKJERB

not attested not anchored not stored refs pending

Frozen Feature Augmentation for Few-Shot Image Classification

Andreas B\"ar, Manoj Kumar, Mostafa Dehghani, Neil Houlsby

arxiv:2403.10519 v2 · 2024-03-15 · 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{TJWEBJD7NNTFLT7GEFGQXKJERB}

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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 Whole Slide Foundation Model for Pathology

Receipt and verification

First computed	2026-07-05T08:48:42.007857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a6c40a47f6b6655cfe6214d0ba9248857e18fd135acfd13fe9024bcfb67b2ac

Aliases

arxiv: 2403.10519 · arxiv_version: 2403.10519v2 · doi: 10.48550/arxiv.2403.10519 · pith_short_12: TJWEBJD7NNTF · pith_short_16: TJWEBJD7NNTFLT7G · pith_short_8: TJWEBJD7

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/TJWEBJD7NNTFLT7GEFGQXKJERB \
  | 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: 9a6c40a47f6b6655cfe6214d0ba9248857e18fd135acfd13fe9024bcfb67b2ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59c112fb4e7460a72a317e52892f5b1e0404bc92c1d6d3aea0edcd9012ba3eb0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-15T17:59:40Z",
    "title_canon_sha256": "f91dff2387362e0137a880f5d94801328b929417abbf4b784faa8feff5000f7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.10519",
    "kind": "arxiv",
    "version": 2
  }
}