Pith Number

pith:GSYTBFMC

pith:2026:GSYTBFMCQIAP5GDHHOC2REGG3Y

not attested not anchored not stored refs pending

Aligning Few-Step Generative Models by Amortizing Sample-based Variational Inference

Dohyun Kim, Hyeongyu Kang, Jaewoo Lee, Jeongjae Lee, Jinkyoo Park, Jongchul Ye, Kyuil Sim, Minsu Kim, Sanghyeok Choi, Tabitha Edith Lee, Taeyoung Yun, Woocheol Shin

arxiv:2605.26552 v1 · 2026-05-26 · 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{GSYTBFMCQIAP5GDHHOC2REGG3Y}

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	2026-05-27T01:05:26.078236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34b13095828200fe98673b85a890c6de286f18f0c660b3665eff922a759270e6

Aliases

arxiv: 2605.26552 · arxiv_version: 2605.26552v1 · doi: 10.48550/arxiv.2605.26552 · pith_short_12: GSYTBFMCQIAP · pith_short_16: GSYTBFMCQIAP5GDH · pith_short_8: GSYTBFMC

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/GSYTBFMCQIAP5GDHHOC2REGG3Y \
  | 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: 34b13095828200fe98673b85a890c6de286f18f0c660b3665eff922a759270e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2ef043e9095e34c457fe2604fd059949b735483e3465f9d54ebc9e627440cf1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-26T05:02:49Z",
    "title_canon_sha256": "4544ca8acfdba5a4f96cf983e78044bc86c1c366c49e46b0039cfbc1fa0fdc10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26552",
    "kind": "arxiv",
    "version": 1
  }
}