Pith Number

pith:23K2ZIN3

pith:2024:23K2ZIN3NZA6NRIINENAQXAAY4

not attested not anchored not stored refs pending

Revisiting Essential and Nonessential Settings of Evidential Deep Learning

Changsheng Xu, Junyu Gao, Mengyuan Chen

arxiv:2410.00393 v1 · 2024-10-01 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{23K2ZIN3NZA6NRIINENAQXAAY4}

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.

Cited by

3 papers in Pith

GEM-FI: Gated Evidential Mixtures with Fisher Modulation

Rethinking Vacuity for OOD Detection in Evidential Deep Learning

Ensemble-Based Dirichlet Modeling for Predictive Uncertainty and Selective Classification

Receipt and verification

First computed	2026-07-05T09:14:04.412490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6d5aca1bb6e41e6c508691a085c00c71d360fa083e380e8392fe8996019a11c

Aliases

arxiv: 2410.00393 · arxiv_version: 2410.00393v1 · doi: 10.48550/arxiv.2410.00393 · pith_short_12: 23K2ZIN3NZA6 · pith_short_16: 23K2ZIN3NZA6NRII · pith_short_8: 23K2ZIN3

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/23K2ZIN3NZA6NRIINENAQXAAY4 \
  | 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: d6d5aca1bb6e41e6c508691a085c00c71d360fa083e380e8392fe8996019a11c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8937b0697baeeb7f6753756ca8d0536a8c1f8f5c405ff4d6cdaa12f98d17380c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-01T04:27:07Z",
    "title_canon_sha256": "796fce6a57bc7558e454abbd47ba7ceeb7e658c5c9d2fd7ae26718288b841ceb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.00393",
    "kind": "arxiv",
    "version": 1
  }
}