Pith Number

pith:YE32G422

pith:2026:YE32G422AUK2AF3IFYR52PUCJE

not attested not anchored not stored refs pending

Triple Expert Learning from Noisy Labels for Semi-Supervised Vision Foundation Model Adaptation

Daizong Liu, Hongyang He, Xuanyu Liu, Yundi Hong, Zheng Fang

arxiv:2608.09052 v1 · 2026-08-10 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YE32G422AUK2AF3IFYR52PUCJE}

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.

Receipt and verification

First computed	2026-08-11T02:21:41.536612Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c137a3735a0515a017682e23dd3e82491c4f899371b35f6a021ae5f2e3ecde5b

Aliases

arxiv: 2608.09052 · arxiv_version: 2608.09052v1 · doi: 10.48550/arxiv.2608.09052 · pith_short_12: YE32G422AUK2 · pith_short_16: YE32G422AUK2AF3I · pith_short_8: YE32G422

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/YE32G422AUK2AF3IFYR52PUCJE \
  | 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: c137a3735a0515a017682e23dd3e82491c4f899371b35f6a021ae5f2e3ecde5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7299fb96b1928fd7e5a8570871a9c9579499f39737d5b4099cb75c1541ee3b46",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-10T03:00:17Z",
    "title_canon_sha256": "df8b425876c85d35fa10b6fa20bad5a09ea9f3f01f34a812c846ee7e9c3349e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.09052",
    "kind": "arxiv",
    "version": 1
  }
}