Pith Number

pith:TO7LRN3K

pith:2020:TO7LRN3KGOTHKMBP7WJZ5LNXJF

not attested not anchored not stored refs pending

ExpertNet: Adversarial Learning and Recovery Against Noisy Labels

Amirmasoud Ghiassi, Lydia Y.Chen, Robert Birke, Rui Han

arxiv:2007.05305 v2 · 2020-07-10 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TO7LRN3KGOTHKMBP7WJZ5LNXJF}

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	2026-07-05T01:18:05.255471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bbeb8b76a33a675302ffd939eadb7495d77033a838cec8884bfbf560fa0441c

Aliases

arxiv: 2007.05305 · arxiv_version: 2007.05305v2 · doi: 10.48550/arxiv.2007.05305 · pith_short_12: TO7LRN3KGOTH · pith_short_16: TO7LRN3KGOTHKMBP · pith_short_8: TO7LRN3K

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/TO7LRN3KGOTHKMBP7WJZ5LNXJF \
  | 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: 9bbeb8b76a33a675302ffd939eadb7495d77033a838cec8884bfbf560fa0441c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa04a2a432d6abda969fec54bae06db5562330bd583f61e3777904cbf8c6b0fc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-10T11:12:16Z",
    "title_canon_sha256": "ea0a7efd0e45dee7d2d8836e8a0af9ae1cee64e96a58742c33ee2e568ead3130"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.05305",
    "kind": "arxiv",
    "version": 2
  }
}