Pith Number

pith:TSC5I7VI

pith:2024:TSC5I7VIOCOAG2EQVABYSZE3BE

not attested not anchored not stored refs pending

iSeg: An Iterative Refinement-based Framework for Training-free Segmentation

Fahad Shahbaz Khan, Jiale Cao, Jin Xie, Lin Sun, Yanwei Pang

arxiv:2409.03209 v4 · 2024-09-05 · 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{TSC5I7VIOCOAG2EQVABYSZE3BE}

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

CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation

Receipt and verification

First computed	2026-07-05T09:17:15.199442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c85d47ea8709c036890a80389649b091e6da4c92324dc61841d43a42924534d

Aliases

arxiv: 2409.03209 · arxiv_version: 2409.03209v4 · doi: 10.48550/arxiv.2409.03209 · pith_short_12: TSC5I7VIOCOA · pith_short_16: TSC5I7VIOCOAG2EQ · pith_short_8: TSC5I7VI

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/TSC5I7VIOCOAG2EQVABYSZE3BE \
  | 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: 9c85d47ea8709c036890a80389649b091e6da4c92324dc61841d43a42924534d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8608c3e4e218c5e8c8542f788627878ad08cd0771a2705c9d34be79ffac574d2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-05T03:07:26Z",
    "title_canon_sha256": "04e21bbeb19a5e05fd6a5cd0629cde7507bcce8b1dc68ec9ea31e32ffe2e9822"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03209",
    "kind": "arxiv",
    "version": 4
  }
}