Pith Number

pith:EDG5BMSI

pith:2025:EDG5BMSIFO3MPIXFIQPV5QNLP7

not attested not anchored not stored refs pending

Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment

Ming-Ming Cheng, Qibin Hou, Shi-Chen Zhang, Yu-Huan Wu, Yunheng Li

arxiv:2508.08811 v1 · 2025-08-12 · cs.CV

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\usepackage{pith}
\pithnumber{EDG5BMSIFO3MPIXFIQPV5QNLP7}

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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.

Receipt and verification

First computed	2026-07-05T11:52:34.623448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20cdd0b2482bb6c7a2e5441f5ec1ab7fdef000024b5ce99cb6d9e31097412596

Aliases

arxiv: 2508.08811 · arxiv_version: 2508.08811v1 · doi: 10.48550/arxiv.2508.08811 · pith_short_12: EDG5BMSIFO3M · pith_short_16: EDG5BMSIFO3MPIXF · pith_short_8: EDG5BMSI

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/EDG5BMSIFO3MPIXFIQPV5QNLP7 \
  | 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: 20cdd0b2482bb6c7a2e5441f5ec1ab7fdef000024b5ce99cb6d9e31097412596

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd09bec61f4b9af02ad56972d1a2964eb7cc75a6347096f20a42309593c7b536",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-12T10:10:10Z",
    "title_canon_sha256": "25521494c7acec1ba00385e67d4c77017b2f9050433faf4066dfdc4ed82a612c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08811",
    "kind": "arxiv",
    "version": 1
  }
}