Pith Number

pith:4JQIM7AM

pith:2021:4JQIM7AMZKZHPEQQVE3OHULGHQ

not attested not anchored not stored refs pending

Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models

Masha Itkina, Mykel J. Kochenderfer, Phil Chen, Ransalu Senanayake

arxiv:2110.14182 v1 · 2021-10-27 · cs.LG · cs.AI · cs.CL · cs.CV · 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{4JQIM7AMZKZHPEQQVE3OHULGHQ}

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.

Receipt and verification

First computed	2026-07-05T03:26:24.627447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e260867c0ccab2779210a936e3d1663c3dcf3ba75f1659824a41daf2521d2095

Aliases

arxiv: 2110.14182 · arxiv_version: 2110.14182v1 · doi: 10.48550/arxiv.2110.14182 · pith_short_12: 4JQIM7AMZKZH · pith_short_16: 4JQIM7AMZKZHPEQQ · pith_short_8: 4JQIM7AM

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/4JQIM7AMZKZHPEQQVE3OHULGHQ \
  | 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: e260867c0ccab2779210a936e3d1663c3dcf3ba75f1659824a41daf2521d2095

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ee3e124c302527714755bc9ddd871bc38313f8e12d5625f99329415c5aa221d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-27T05:32:25Z",
    "title_canon_sha256": "e64e0d11f0b9672b422fd8c4f69e925f2e44a6d0d8c988d7cefa2964a753bc5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14182",
    "kind": "arxiv",
    "version": 1
  }
}