Pith Number

pith:WWHLL4AK

pith:2024:WWHLL4AK2KAMSYWURNIWAW4JOC

not attested not anchored not stored refs pending

Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation

Hang Zhao, Jingyong Su, Tong Shao, Zhuotao Tian

arxiv:2407.08268 v1 · 2024-07-11 · 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{WWHLL4AK2KAMSYWURNIWAW4JOC}

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

3 papers in Pith

Sparse Attention for Dense Open-Vocabulary Prediction in CLIP

SegRAG: Training-Free Retrieval-Augmented Semantic Segmentation

Receipt and verification

First computed	2026-07-05T08:42:45.940076Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b58eb5f00ad280c962d48b51605b897083be4c8e29470bc1ec7be300bafff730

Aliases

arxiv: 2407.08268 · arxiv_version: 2407.08268v1 · doi: 10.48550/arxiv.2407.08268 · pith_short_12: WWHLL4AK2KAM · pith_short_16: WWHLL4AK2KAMSYWU · pith_short_8: WWHLL4AK

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/WWHLL4AK2KAMSYWURNIWAW4JOC \
  | 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: b58eb5f00ad280c962d48b51605b897083be4c8e29470bc1ec7be300bafff730

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8748da34d832345b8b3811e78f784ad44bd92cdedb8614193d824e35412fd1ad",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-11T08:12:16Z",
    "title_canon_sha256": "b0f6d51fd891d8bff003174b106aa1402dbcdc8367c554d7aac73735692266da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08268",
    "kind": "arxiv",
    "version": 1
  }
}