Pith Number

pith:BKFCIMJS

pith:2025:BKFCIMJSPFQM5SB6UONYN36OAZ

not attested not anchored not stored refs pending

FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation

Dong Zhao, Jinlong Li, Mengyao Wu, Nicu Sebe, Qi Zang, Shuang Wang, Zhun Zhong

arxiv:2503.17940 v2 · 2025-03-23 · 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{BKFCIMJSPFQM5SB6UONYN36OAZ}

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	2026-07-05T10:42:45.184784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a8a2431327960cec83ea39b86efce067f203c5ad8fabc9cd11253cb00631da1

Aliases

arxiv: 2503.17940 · arxiv_version: 2503.17940v2 · doi: 10.48550/arxiv.2503.17940 · pith_short_12: BKFCIMJSPFQM · pith_short_16: BKFCIMJSPFQM5SB6 · pith_short_8: BKFCIMJS

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/BKFCIMJSPFQM5SB6UONYN36OAZ \
  | 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: 0a8a2431327960cec83ea39b86efce067f203c5ad8fabc9cd11253cb00631da1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad2040860d27525819b9317779f94c0a87433162f5bc13dbd549ec02b1a8bec4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-23T04:47:15Z",
    "title_canon_sha256": "9f3e9e2c8148af6d65df90909d4dc68a1df8ac8ebe9a989ea583088fc88bc32a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17940",
    "kind": "arxiv",
    "version": 2
  }
}