Pith Number

pith:NJGJI6B3

pith:2020:NJGJI6B3UMRUZRX4FUJCFXD6GF

not attested not anchored not stored refs pending

Further Analysis of Outlier Detection with Deep Generative Models

Bin Dai, David Wipf, Jun Zhu, Ziyu Wang

arxiv:2010.13064 v1 · 2020-10-25 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NJGJI6B3UMRUZRX4FUJCFXD6GF}

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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

Optimizing Latent Dimension Allocation in Hierarchical VAEs: Balancing Attenuation and Information Retention for OOD Detection

Receipt and verification

First computed	2026-07-05T01:45:51.685226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a4c94783ba3234cc6fc2d1222dc7e314b6f24ef24813ec31a7e6c869decbcd2

Aliases

arxiv: 2010.13064 · arxiv_version: 2010.13064v1 · doi: 10.48550/arxiv.2010.13064 · pith_short_12: NJGJI6B3UMRU · pith_short_16: NJGJI6B3UMRUZRX4 · pith_short_8: NJGJI6B3

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/NJGJI6B3UMRUZRX4FUJCFXD6GF \
  | 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: 6a4c94783ba3234cc6fc2d1222dc7e314b6f24ef24813ec31a7e6c869decbcd2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6a49c89afef24b5b65f62e84a160bc035be64ff8e42aff85680bf918497410d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-10-25T08:20:38Z",
    "title_canon_sha256": "3ce62744488a4af2d1bd22d8b4e759aee0861b9aa59e3154bb15e3de8ea2c575"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.13064",
    "kind": "arxiv",
    "version": 1
  }
}