Pith Number

pith:YDUXOHGH

pith:2021:YDUXOHGHNTHCRCUGXSY5TJBCPV

not attested not anchored not stored refs pending

Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions

Jiali Deng, Minghui Liu, Ming Liu, Qifeng Weng, Tianshu Xie, Xiaomin Wang, Xuan Cheng

arxiv:2103.15383 v2 · 2021-03-29 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YDUXOHGHNTHCRCUGXSY5TJBCPV}

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	2026-07-05T04:09:13.732117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0e9771cc76cce288a86bcb1d9a4227d49ad99470b74a92eacdeca9c5d687169

Aliases

arxiv: 2103.15383 · arxiv_version: 2103.15383v2 · doi: 10.48550/arxiv.2103.15383 · pith_short_12: YDUXOHGHNTHC · pith_short_16: YDUXOHGHNTHCRCUG · pith_short_8: YDUXOHGH

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/YDUXOHGHNTHCRCUGXSY5TJBCPV \
  | 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: c0e9771cc76cce288a86bcb1d9a4227d49ad99470b74a92eacdeca9c5d687169

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef17faadd09ad47a97e97ab8cee9c35f99964e1d3df0b515117d3a85c35c97e7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-03-29T07:21:06Z",
    "title_canon_sha256": "cb1fc364d7905bd1ec0460b94a8aa6481c82c4a1614bccdf59b31c7ded58303a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.15383",
    "kind": "arxiv",
    "version": 2
  }
}