Pith Number

pith:YIS6AIHM

pith:2025:YIS6AIHMWW3XNQVIQVWJXZJSFA

not attested not anchored not stored refs pending

Foundation Models for Zero-Shot Segmentation of Scientific Images without AI-Ready Data

Adam Weber, Daniela Ushizima, Iryna Zenyuk, Jack Lang, Obeen Kwon, Shubhabrata Mukherjee, Valerie Brogden

arxiv:2506.24039 v2 · 2025-06-30 · cs.CV · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YIS6AIHMWW3XNQVIQVWJXZJSFA}

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

Delivering Science as a Service: Sci-Orchestra's Cloud-Native Approach to HPC

Receipt and verification

First computed	2026-07-05T11:54:48.873804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c225e020ecb5b776c2a8856c9be532282b19aefade5908a7a0bfc639b9d1fbfa

Aliases

arxiv: 2506.24039 · arxiv_version: 2506.24039v2 · doi: 10.48550/arxiv.2506.24039 · pith_short_12: YIS6AIHMWW3X · pith_short_16: YIS6AIHMWW3XNQVI · pith_short_8: YIS6AIHM

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/YIS6AIHMWW3XNQVIQVWJXZJSFA \
  | 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: c225e020ecb5b776c2a8856c9be532282b19aefade5908a7a0bfc639b9d1fbfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c27345f05c2a22681e3d6e7647615824ab55f0f8f88d1f0992746cf6e652b8f",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-30T16:45:23Z",
    "title_canon_sha256": "5369f3933e8f125637b040df44070fbd4a6cedf9968f18bd2ee3475b127615fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.24039",
    "kind": "arxiv",
    "version": 2
  }
}