Pith Number

pith:RMKCFOHG

pith:2022:RMKCFOHG23LBIYZW4G2DLQHEST

not attested not anchored not stored refs pending

One-vs-the-Rest Loss to Focus on Important Samples in Adversarial Training

Hiroshi Takahashi, Kentaro Ohno, Masanori Yamada, Sekitoshi Kanai, Shin'ya Yamaguchi, Yasutoshi Ida

arxiv:2207.10283 v3 · 2022-07-21 · cs.LG · cs.AI · 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{RMKCFOHG23LBIYZW4G2DLQHEST}

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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.

Cited by

1 paper in Pith

HEM: a margin-based loss for visual categorisation tasks

Receipt and verification

First computed	2026-07-05T06:04:34.117098Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b1422b8e6d6d6146336e1b435c0e494f85cd0408d0172d1c096d4e1706c70f8

Aliases

arxiv: 2207.10283 · arxiv_version: 2207.10283v3 · doi: 10.48550/arxiv.2207.10283 · pith_short_12: RMKCFOHG23LB · pith_short_16: RMKCFOHG23LBIYZW · pith_short_8: RMKCFOHG

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/RMKCFOHG23LBIYZW4G2DLQHEST \
  | 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: 8b1422b8e6d6d6146336e1b435c0e494f85cd0408d0172d1c096d4e1706c70f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "970549dc19dc76fb8e0d4cbdffc3b9deb17c0af58f84c5979d5527bd1967b58c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-21T03:28:25Z",
    "title_canon_sha256": "8cdee6e6bccbd644129d03ded0ace2ce5fc6b3a460742f1e161f1d44028ecb75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.10283",
    "kind": "arxiv",
    "version": 3
  }
}