Pith Number

pith:AN53EOIC

pith:2022:AN53EOIC6WKRUGZCGAMXW6TMLS

not attested not anchored not stored refs pending

Optimizing Hierarchical Image VAEs for Sample Quality

Eric Luhman, Troy Luhman

arxiv:2210.10205 v1 · 2022-10-18 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AN53EOIC6WKRUGZCGAMXW6TMLS}

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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

Nested Diffusion Models Using Hierarchical Latent Priors

Receipt and verification

First computed	2026-07-05T05:08:07.395185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

037bb23902f5951a1b2230197b7a6c5c98dc548e9916f277bc19e6fa2ac1a2b2

Aliases

arxiv: 2210.10205 · arxiv_version: 2210.10205v1 · doi: 10.48550/arxiv.2210.10205 · pith_short_12: AN53EOIC6WKR · pith_short_16: AN53EOIC6WKRUGZC · pith_short_8: AN53EOIC

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/AN53EOIC6WKRUGZCGAMXW6TMLS \
  | 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: 037bb23902f5951a1b2230197b7a6c5c98dc548e9916f277bc19e6fa2ac1a2b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3fc5d124b8205220c6f3642846490a85d6f1e25eccdcdd091798a85f32331db",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-18T23:10:58Z",
    "title_canon_sha256": "4ea3d1ebee73192b4f5ef11c89f707cbf330279eb5bbdc44a3f7daf2fd06be0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.10205",
    "kind": "arxiv",
    "version": 1
  }
}