Pith Number

pith:MNGXRBWR

pith:2021:MNGXRBWRJHCHVFR7BQFTVHUPMF

not attested not anchored not stored refs pending

Enhanced Isotropy Maximization Loss: Seamless and High-Performance Out-of-Distribution Detection Simply Replacing the SoftMax Loss

David Mac\^edo, Teresa Ludermir

arxiv:2105.14399 v10 · 2021-05-30 · cs.LG · cs.AI · cs.CV · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MNGXRBWRJHCHVFR7BQFTVHUPMF}

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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

Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift

Receipt and verification

First computed	2026-07-05T04:11:24.712537Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

634d7886d149c47a963f0c0b3a9e8f61529ba6fc6c525f6acb0c0c46c7371640

Aliases

arxiv: 2105.14399 · arxiv_version: 2105.14399v10 · doi: 10.48550/arxiv.2105.14399 · pith_short_12: MNGXRBWRJHCH · pith_short_16: MNGXRBWRJHCHVFR7 · pith_short_8: MNGXRBWR

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/MNGXRBWRJHCHVFR7BQFTVHUPMF \
  | 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: 634d7886d149c47a963f0c0b3a9e8f61529ba6fc6c525f6acb0c0c46c7371640

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb6be117410f8a32945521dca13f931a099a4155ae66321a8aa6e80bbf9d6056",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-30T00:55:03Z",
    "title_canon_sha256": "682bf9e8b2368f9768e9738412e90a8b19d1d35a8ba09d0115a115b7784851f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.14399",
    "kind": "arxiv",
    "version": 10
  }
}