Pith Number

pith:YZOW7XOE

pith:2023:YZOW7XOEMLSRGK6IGNREZVWWZW

not attested not anchored not stored refs pending

Feature Noise Boosts DNN Generalization under Label Noise

Heng Tao Shen, Lu Zeng, Xiaoshuang Shi, Xuan Chen

arxiv:2308.01609 v1 · 2023-08-03 · 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{YZOW7XOEMLSRGK6IGNREZVWWZW}

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	2026-07-05T06:37:20.768377Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c65d6fddc462e5132bc833624cd6d6cd9670a1228773aa9f180361d3be9358b5

Aliases

arxiv: 2308.01609 · arxiv_version: 2308.01609v1 · doi: 10.48550/arxiv.2308.01609 · pith_short_12: YZOW7XOEMLSR · pith_short_16: YZOW7XOEMLSRGK6I · pith_short_8: YZOW7XOE

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/YZOW7XOEMLSRGK6IGNREZVWWZW \
  | 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: c65d6fddc462e5132bc833624cd6d6cd9670a1228773aa9f180361d3be9358b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a428ee36f475dc9142dc342fd545f66d62ef1c6beaa1a73c9c39a1fb2d20f110",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-03T08:31:31Z",
    "title_canon_sha256": "0022e7a55cbb15b6e0a69cc50d1275065ddd0ba514fcfaae09d9268d67a446fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.01609",
    "kind": "arxiv",
    "version": 1
  }
}