Pith Number

pith:BBRDQWQB

pith:2025:BBRDQWQB57KYUXLYJ6H4S7ZZPJ

not attested not anchored not stored refs pending

Take a Peek: Efficient Encoder Adaptation for Few-Shot Semantic Segmentation via LoRA

Gennaro Vessio, Giovanna Castellano, Pasquale De Marinis

arxiv:2512.10521 v2 · 2025-12-11 · 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{BBRDQWQB57KYUXLYJ6H4S7ZZPJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-06-04T01:08:37.636263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0862385a01efd58a5d784f8fc97f397a4c90ed74ed24b93e7a4b05f68c102289

Aliases

arxiv: 2512.10521 · arxiv_version: 2512.10521v2 · doi: 10.48550/arxiv.2512.10521 · pith_short_12: BBRDQWQB57KY · pith_short_16: BBRDQWQB57KYUXLY · pith_short_8: BBRDQWQB

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/BBRDQWQB57KYUXLYJ6H4S7ZZPJ \
  | 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: 0862385a01efd58a5d784f8fc97f397a4c90ed74ed24b93e7a4b05f68c102289

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "286849f7b9a80399e8c6be208fb23939f37f22c5a09008466005a9c0483d9fc2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-11T10:47:01Z",
    "title_canon_sha256": "3790f475a93395e9f70cb045d4dcddd7a4e7bbd1dbb10cb4e708acb18a7f8b7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.10521",
    "kind": "arxiv",
    "version": 2
  }
}