Pith Number

pith:54SJ3CMM

pith:2024:54SJ3CMMGZYSXHJS5BUVK4X4Z4

not attested not anchored not stored refs pending

Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension

Bernhard Sick, Denis Huseljic, Lukas L\"uhrs, Marek Herde

arxiv:2405.03386 v2 · 2024-05-06 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{54SJ3CMMGZYSXHJS5BUVK4X4Z4}

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	2026-06-03T01:05:42.692469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef249d898c36712b9d32e8695572fccf258c3172e87dc93dcf4da8a16fc31da3

Aliases

arxiv: 2405.03386 · arxiv_version: 2405.03386v2 · doi: 10.48550/arxiv.2405.03386 · pith_short_12: 54SJ3CMMGZYS · pith_short_16: 54SJ3CMMGZYSXHJS · pith_short_8: 54SJ3CMM

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/54SJ3CMMGZYSXHJS5BUVK4X4Z4 \
  | 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: ef249d898c36712b9d32e8695572fccf258c3172e87dc93dcf4da8a16fc31da3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ee1b10329d5acc531bc8b9f24b8bab9fb02e0adf89dd66e3504d46f5d123b32",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-06T11:44:54Z",
    "title_canon_sha256": "58b084a68a1a8731b3689a25ac2547e335eb42b517da85fe457329323f80e1d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03386",
    "kind": "arxiv",
    "version": 2
  }
}