Pith Number

pith:LV6MHWTS

pith:2023:LV6MHWTSIA6KYFWEC4TAF7PPTK

not attested not anchored not stored refs pending

CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation

Anurag Arnab, Heeseong Shin, Paul Hongsuck Seo, Seokju Cho, Seungryong Kim, Sunghwan Hong

arxiv:2303.11797 v2 · 2023-03-21 · 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{LV6MHWTSIA6KYFWEC4TAF7PPTK}

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

Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation

Receipt and verification

First computed	2026-07-05T08:02:42.775372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d7cc3da72403cac16c4172602fdef9a80338f2e470dfaf3eb62097a3e1a5177

Aliases

arxiv: 2303.11797 · arxiv_version: 2303.11797v2 · doi: 10.48550/arxiv.2303.11797 · pith_short_12: LV6MHWTSIA6K · pith_short_16: LV6MHWTSIA6KYFWE · pith_short_8: LV6MHWTS

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/LV6MHWTSIA6KYFWEC4TAF7PPTK \
  | 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: 5d7cc3da72403cac16c4172602fdef9a80338f2e470dfaf3eb62097a3e1a5177

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59d1a8ea0644470c2cb8bef13406126ff12b4755f2bbc2223ac73ffbf46de41d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-21T12:28:21Z",
    "title_canon_sha256": "8ca52f928c2af3aa3ca41c086980ad917edcddfb46f8dfadfac77c11b4a91666"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.11797",
    "kind": "arxiv",
    "version": 2
  }
}