Pith Number

pith:GES6U4VR

pith:2023:GES6U4VREV47YUPM4IRA647RDH

not attested not anchored not stored refs pending

Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation

Hua Yang, Jinzhu Yang, Osmar R. Zaiane, Peng Cao, XiaoLi Liu, Zhiqiang Shen

arxiv:2301.04465 v3 · 2023-01-11 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GES6U4VREV47YUPM4IRA647RDH}

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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

2 papers in Pith

Beyond Visual Cues: CoT-Enhanced Reasoning for Semi-supervised Medical Image Segmentation

UniSemAlign: Text-Prototype Alignment with a Foundation Encoder for Semi-Supervised Histopathology Segmentation

Receipt and verification

First computed	2026-07-05T06:14:07.876042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3125ea72b12579fc51ece2220f73f119fc05fee71ca2c36b2d8fbd5be546b13b

Aliases

arxiv: 2301.04465 · arxiv_version: 2301.04465v3 · doi: 10.48550/arxiv.2301.04465 · pith_short_12: GES6U4VREV47 · pith_short_16: GES6U4VREV47YUPM · pith_short_8: GES6U4VR

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/GES6U4VREV47YUPM4IRA647RDH \
  | 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: 3125ea72b12579fc51ece2220f73f119fc05fee71ca2c36b2d8fbd5be546b13b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b368cb39e2d8a83c518539683aa34228499cb60e870229ecc32524ec8aa3ceff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-01-11T13:48:37Z",
    "title_canon_sha256": "ec8b47fbd2d29b072f52887d257599c41c9b996b132d6648ba52fa5bd67e3eae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.04465",
    "kind": "arxiv",
    "version": 3
  }
}