Pith Number

pith:MHILTTRJ

pith:2019:MHILTTRJUYL7D3JYM32EFJCJW2

not attested not anchored not stored refs pending

Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness

Chao Du, Jun Zhu, Kun Xu, Ning Chen, Tianyu Pang, Yinpeng Dong

arxiv:1905.10626 v3 · 2019-05-25 · cs.LG · cs.CR · 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{MHILTTRJUYL7D3JYM32EFJCJW2}

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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

Enhancing Cross Entropy with a Linearly Adaptive Loss Function for Optimized Classification Performance

Receipt and verification

First computed	2026-07-05T00:42:31.168531Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61d0b9ce29a617f1ed3866f442a449b68e3fa18a0727432e1e0222da77b87c8c

Aliases

arxiv: 1905.10626 · arxiv_version: 1905.10626v3 · doi: 10.48550/arxiv.1905.10626 · pith_short_12: MHILTTRJUYL7 · pith_short_16: MHILTTRJUYL7D3JY · pith_short_8: MHILTTRJ

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/MHILTTRJUYL7D3JYM32EFJCJW2 \
  | 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: 61d0b9ce29a617f1ed3866f442a449b68e3fa18a0727432e1e0222da77b87c8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73dafeb1b6166fc8ab29786b57f98d1e6fe97b613b6ddf07e4abf0eff8739311",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-25T16:11:14Z",
    "title_canon_sha256": "db1bc711ba166b2a2377cb753cd97eacf40ff7c6fb251eeb2344fd6bb77418f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10626",
    "kind": "arxiv",
    "version": 3
  }
}