Pith Number

pith:TYGB5ZRL

pith:2023:TYGB5ZRLHGV7FBWSYDD43FBL5F

not attested not anchored not stored refs pending

Improved Order Analysis and Design of Exponential Integrator for Diffusion Models Sampling

Jiaming Song, Qinsheng Zhang, Yongxin Chen

arxiv:2308.02157 v1 · 2023-08-04 · 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{TYGB5ZRLHGV7FBWSYDD43FBL5F}

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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

3 papers in Pith

ART for Diffusion Sampling: Continuous-Time Control and Actor-Critic Learning

Complexity Analysis of Normalizing Constant Estimation: from Jarzynski Equality to Annealed Importance Sampling and beyond

ART for Diffusion Sampling: A Reinforcement Learning Approach to Timestep Schedule

Receipt and verification

First computed	2026-07-05T06:37:38.501240Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e0c1ee62b39abf286d2c0c7cd942be95860095e166a3865b7d163441676cafd

Aliases

arxiv: 2308.02157 · arxiv_version: 2308.02157v1 · doi: 10.48550/arxiv.2308.02157 · pith_short_12: TYGB5ZRLHGV7 · pith_short_16: TYGB5ZRLHGV7FBWS · pith_short_8: TYGB5ZRL

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/TYGB5ZRLHGV7FBWSYDD43FBL5F \
  | 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: 9e0c1ee62b39abf286d2c0c7cd942be95860095e166a3865b7d163441676cafd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35ee82c625e1ea07665a2de9809702d323eeac6a5be073efdfdbc678f0fcbe76",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-04T06:30:40Z",
    "title_canon_sha256": "971f0bf358091e0ca5046dd423885df20262ff16d811cb99ac2d295425167bfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.02157",
    "kind": "arxiv",
    "version": 1
  }
}