Pith Number

pith:FWHZ3JNN

pith:2024:FWHZ3JNNEAY4EDCDDZM2Q7LINC

not attested not anchored not stored refs pending

AdjointDEIS: Efficient Gradients for Diffusion Models

Chen Liu, Zander W. Blasingame

arxiv:2405.15020 v3 · 2024-05-23 · cs.CV · cs.AI · cs.LG · math.DS · 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{FWHZ3JNNEAY4EDCDDZM2Q7LINC}

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

Efficiently Access Diffusion Fisher: Within the Outer Product Span Space

Receipt and verification

First computed	2026-07-05T10:13:00.644017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d8f9da5ad2031c20c431e59a87d686895038fe583e9dfee85b88106b4468b2b

Aliases

arxiv: 2405.15020 · arxiv_version: 2405.15020v3 · doi: 10.48550/arxiv.2405.15020 · pith_short_12: FWHZ3JNNEAY4 · pith_short_16: FWHZ3JNNEAY4EDCD · pith_short_8: FWHZ3JNN

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/FWHZ3JNNEAY4EDCDDZM2Q7LINC \
  | 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: 2d8f9da5ad2031c20c431e59a87d686895038fe583e9dfee85b88106b4468b2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ebd115770f77b0b668b3bad04c98111ebdff349a8bd3b07a107a3b0f26cba80",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.DS",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-23T19:51:33Z",
    "title_canon_sha256": "62a614872d8d2b61dd66c1314c25ff404d1be23d5da504f8ce1fd00bd85327df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15020",
    "kind": "arxiv",
    "version": 3
  }
}