Pith Number

pith:FIWRFV4X

pith:2025:FIWRFV4X6355PQOFZHZEC6CX4K

not attested not anchored not stored refs pending

Quickly Tuning Foundation Models for Image Segmentation

Breenda Das, Frank Hutter, Lennart Purucker, Timur Carstensen

arxiv:2508.17283 v1 · 2025-08-24 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FIWRFV4X6355PQOFZHZEC6CX4K}

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	2026-07-05T11:58:39.096566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a2d12d797f6fbd7c1c5c9f2417857e2abdd5a50f945b45f43a8c7009e46821c

Aliases

arxiv: 2508.17283 · arxiv_version: 2508.17283v1 · doi: 10.48550/arxiv.2508.17283 · pith_short_12: FIWRFV4X6355 · pith_short_16: FIWRFV4X6355PQOF · pith_short_8: FIWRFV4X

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/FIWRFV4X6355PQOFZHZEC6CX4K \
  | 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: 2a2d12d797f6fbd7c1c5c9f2417857e2abdd5a50f945b45f43a8c7009e46821c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69c311ce045f3170b3ac70cebf1d21915be284e16488915c104d01eec956fc8e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-24T10:06:02Z",
    "title_canon_sha256": "4331c6039a87e795d5e22ffad1db66e36ed0876ec41875ac3cb0a0380c71bc43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17283",
    "kind": "arxiv",
    "version": 1
  }
}