Pith Number

pith:SRNJ5PQ3

pith:2025:SRNJ5PQ36ABQGOPV3MZXTIZJ74

not attested not anchored not stored refs pending

Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation

Hua-En Chang, I-Hsiang Chen, Jenq-Neng Hwang, Sy-Yen Kuo, Wei-Ting Chen

arxiv:2507.21367 v1 · 2025-07-28 · 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{SRNJ5PQ36ABQGOPV3MZXTIZJ74}

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	2026-07-05T11:44:58.471515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

945a9ebe1bf0030339f5db3379a329ff3f627798f7df53a737ef06447788c986

Aliases

arxiv: 2507.21367 · arxiv_version: 2507.21367v1 · doi: 10.48550/arxiv.2507.21367 · pith_short_12: SRNJ5PQ36ABQ · pith_short_16: SRNJ5PQ36ABQGOPV · pith_short_8: SRNJ5PQ3

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/SRNJ5PQ36ABQGOPV3MZXTIZJ74 \
  | 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: 945a9ebe1bf0030339f5db3379a329ff3f627798f7df53a737ef06447788c986

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83503458c629f7e6064523e9b68ad4ec3f11febb9582a58fe46ba0e8a07d073f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-28T22:27:58Z",
    "title_canon_sha256": "ecfe23f6df778f246c12219e88b1a0aa074aff92fc1cca96dfeafe05aafb8322"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21367",
    "kind": "arxiv",
    "version": 1
  }
}