Pith. sign in
Pith Number

pith:3WD5JDP2

pith:2024:3WD5JDP2K7K3I6NHXWX3BHDJFK
not attested not anchored not stored refs pending

Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation

Chenxi Shao, Guoliang Li, Jie Ma, Yunfei Xie, Yuxuan Cheng

arxiv:2410.12419 v3 · 2024-10-16 · eess.IV · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3WD5JDP2K7K3I6NHXWX3BHDJFK}

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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 2026-07-05T11:32:20.096782Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dd87d48dfa57d5b479a7bdafb09c692a928324d8032abbb4a5c904928317fb0d

Aliases

arxiv: 2410.12419 · arxiv_version: 2410.12419v3 · doi: 10.48550/arxiv.2410.12419 · pith_short_12: 3WD5JDP2K7K3 · pith_short_16: 3WD5JDP2K7K3I6NH · pith_short_8: 3WD5JDP2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3WD5JDP2K7K3I6NHXWX3BHDJFK \
  | 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: dd87d48dfa57d5b479a7bdafb09c692a928324d8032abbb4a5c904928317fb0d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "57766acefd0b58f0463e0be4eefd1b968aa9467f4869b2f4714648fe4d7e9f2f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-10-16T10:04:22Z",
    "title_canon_sha256": "578aa4c26f03b71da2f74dd48777edd943da135f9fde2f5ce0883332b6fa9f22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12419",
    "kind": "arxiv",
    "version": 3
  }
}