Pith Number

pith:J6CC3EGN

pith:2024:J6CC3EGNDUY5G6KIJPQUIOXQCZ

not attested not anchored not stored refs pending

A Deep Semantic Segmentation Network with Semantic and Contextual Refinements

Deyin Liu, Lin Qi, Lin Yuanbo Wu, Song Wang, Xin Guo, Zhiyan Wang

arxiv:2412.08671 v1 · 2024-12-11 · cs.CV · cs.LG · eess.IV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J6CC3EGNDUY5G6KIJPQUIOXQCZ}

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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

GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation

Receipt and verification

First computed	2026-07-05T09:47:58.857164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f842d90cd1d31d379484be1443af016759963bc45bb218339574d8d603d6b45

Aliases

arxiv: 2412.08671 · arxiv_version: 2412.08671v1 · doi: 10.48550/arxiv.2412.08671 · pith_short_12: J6CC3EGNDUY5 · pith_short_16: J6CC3EGNDUY5G6KI · pith_short_8: J6CC3EGN

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/J6CC3EGNDUY5G6KIJPQUIOXQCZ \
  | 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: 4f842d90cd1d31d379484be1443af016759963bc45bb218339574d8d603d6b45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1874388a8b8688c1546bf07693ed8f94d683eda5e379cfc02ae1f88dea0b3181",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-11T03:40:46Z",
    "title_canon_sha256": "4831e8d968e84fe27b9888d8181b23701b3b4fbc2c7a3d0b16d33997eec12bb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08671",
    "kind": "arxiv",
    "version": 1
  }
}