Pith Number

pith:PQM7PVE2

pith:2025:PQM7PVE2NBI6I23WUNL4BGUQEV

not attested not anchored not stored refs pending

Latent Bayesian Optimization via Autoregressive Normalizing Flows

Hyunwoo J. Kim, Jaewon Chu, Jinyoung Park, Minseo Yoon, Seunghun Lee

arxiv:2504.14889 v1 · 2025-04-21 · 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{PQM7PVE2NBI6I23WUNL4BGUQEV}

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

1 paper in Pith

Accelerating Redshift-Conditioned Galaxy Image Synthesis with One-step Generative Modeling

Receipt and verification

First computed	2026-07-05T10:51:52.312507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c19f7d49a6851e46b76a357c09a90255a780bd8ff88fe745d44e86d8c07ecdc

Aliases

arxiv: 2504.14889 · arxiv_version: 2504.14889v1 · doi: 10.48550/arxiv.2504.14889 · pith_short_12: PQM7PVE2NBI6 · pith_short_16: PQM7PVE2NBI6I23W · pith_short_8: PQM7PVE2

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/PQM7PVE2NBI6I23WUNL4BGUQEV \
  | 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: 7c19f7d49a6851e46b76a357c09a90255a780bd8ff88fe745d44e86d8c07ecdc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50f1ad79a22d4fbc17c866634af951ec5d7c0dbd8abce530c5001b8359f93954",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-21T06:36:09Z",
    "title_canon_sha256": "28f3b3bba34de524d0aef92783009257d9ebb3f3b147ed17c0eb74bf4df9e0bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14889",
    "kind": "arxiv",
    "version": 1
  }
}