Pith Number

pith:I62MOHNG

pith:2023:I62MOHNGGA2ODX2V7RQOJKICHF

not attested not anchored not stored refs pending

Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation

Diederik P. Kingma, Ruiqi Gao

arxiv:2303.00848 v7 · 2023-03-01 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I62MOHNGGA2ODX2V7RQOJKICHF}

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

4 papers in Pith

Bridging Diffusion Pruning and Step Distillation with Teacher-Aligned Repair

Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

ELT: Elastic Looped Transformers for Visual Generation

Consistency Regularised Gradient Flows for Inverse Problems

Receipt and verification

First computed	2026-07-05T06:54:14.956624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47b4c71da63034e1df55fc60e4a9023941f018945b048dd491bee027cb2263c8

Aliases

arxiv: 2303.00848 · arxiv_version: 2303.00848v7 · doi: 10.48550/arxiv.2303.00848 · pith_short_12: I62MOHNGGA2O · pith_short_16: I62MOHNGGA2ODX2V · pith_short_8: I62MOHNG

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/I62MOHNGGA2ODX2V7RQOJKICHF \
  | 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: 47b4c71da63034e1df55fc60e4a9023941f018945b048dd491bee027cb2263c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6188c4ce0f874f92c1fe967307eac9c85c5a13db9c3a97d363305b0d3e9ef4a8",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-01T22:36:05Z",
    "title_canon_sha256": "8ffefa4ecabafae09fd787cb15120e5d25226bbf0525210cd9ddda0da13af864"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.00848",
    "kind": "arxiv",
    "version": 7
  }
}