Pith Number

pith:QH4BAZDO

pith:2024:QH4BAZDOZMIR7XLQOLPLNBSPIS

not attested not anchored not stored refs pending

Mitigating Noisy Supervision Using Synthetic Samples with Soft Labels

Wenbo He, Yangdi Lu

arxiv:2406.16966 v1 · 2024-06-22 · cs.CV · 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{QH4BAZDOZMIR7XLQOLPLNBSPIS}

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	2026-07-05T08:36:08.097298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81f810646ecb111fdd7072deb6864f44a308637fb0daf50ce68d83dd08e1d86c

Aliases

arxiv: 2406.16966 · arxiv_version: 2406.16966v1 · doi: 10.48550/arxiv.2406.16966 · pith_short_12: QH4BAZDOZMIR · pith_short_16: QH4BAZDOZMIR7XLQ · pith_short_8: QH4BAZDO

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/QH4BAZDOZMIR7XLQOLPLNBSPIS \
  | 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: 81f810646ecb111fdd7072deb6864f44a308637fb0daf50ce68d83dd08e1d86c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f877a3cf3f9ad39c4965dca4fcff420e4d839d6093dfe5bf049d60648b859be",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-22T04:49:39Z",
    "title_canon_sha256": "fa09ca4e3b20c0b51805e26f0b3e1628c8450570be17f7d4965b285c16ec81c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16966",
    "kind": "arxiv",
    "version": 1
  }
}