Pith Number

pith:L7FPBXSV

pith:2024:L7FPBXSVVQPFLPBMO6LFB2EYAU

not attested not anchored not stored refs pending

SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation

Wenhao He, XuDong Zhou

arxiv:2412.11034 v1 · 2024-12-15 · 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{L7FPBXSVVQPFLPBMO6LFB2EYAU}

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.

Cited by

1 paper in Pith

Boundary-by-Mask: Few-Shot Instance Segmentation with Mask-Conditioned Boundary Learning for Texture-Poor Industrial Parts

Receipt and verification

First computed	2026-07-05T09:49:26.300322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fcaf0de55ac1e55bc2c779650e89805376fea9b618d9a02717404fc980da18e

Aliases

arxiv: 2412.11034 · arxiv_version: 2412.11034v1 · doi: 10.48550/arxiv.2412.11034 · pith_short_12: L7FPBXSVVQPF · pith_short_16: L7FPBXSVVQPFLPBM · pith_short_8: L7FPBXSV

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/L7FPBXSVVQPFLPBMO6LFB2EYAU \
  | 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: 5fcaf0de55ac1e55bc2c779650e89805376fea9b618d9a02717404fc980da18e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb03ca9747b68dd8ec6c41b159f8d0d5730d2cd4a87578301203c496fc4f0b02",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-15T03:11:41Z",
    "title_canon_sha256": "f012f5e2bc90e0cbe9c0bbaaa828585f77974efb46002104d9c1d0d259460985"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11034",
    "kind": "arxiv",
    "version": 1
  }
}