Pith Number

pith:T5Z2JT5O

pith:2016:T5Z2JT5O3LPT6MXOVG7YHCACSO

not attested not anchored not stored refs pending

Large-Margin Softmax Loss for Convolutional Neural Networks

Meng Yang, Weiyang Liu, Yandong Wen, Zhiding Yu

arxiv:1612.02295 v4 · 2016-12-07 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{T5Z2JT5O3LPT6MXOVG7YHCACSO}

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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

4 papers in Pith

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Evidential Transformation Network: Turning Pretrained Models into Evidential Models for Post-hoc Uncertainty Estimation

Receipt and verification

First computed	2026-05-18T00:30:17.378117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f73a4cfaedadf3f32eea9bf838802939a4c942a69b8c6ab37cd119bed25cbaa

Aliases

arxiv: 1612.02295 · arxiv_version: 1612.02295v4 · doi: 10.48550/arxiv.1612.02295 · pith_short_12: T5Z2JT5O3LPT · pith_short_16: T5Z2JT5O3LPT6MXO · pith_short_8: T5Z2JT5O

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/T5Z2JT5O3LPT6MXOVG7YHCACSO \
  | 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: 9f73a4cfaedadf3f32eea9bf838802939a4c942a69b8c6ab37cd119bed25cbaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fc2f243bfbfc366dbf80e73b6c849107b79961cc8519c7d751eaa9d27be53be",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-12-07T15:36:11Z",
    "title_canon_sha256": "3a85580c93be221f93588b085574a9e7c0c7aa23b540f5bbecd4f3110912148d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.02295",
    "kind": "arxiv",
    "version": 4
  }
}