Pith Number

pith:LIWMNAPU

pith:2023:LIWMNAPUKD3J2ZQXZGAVSYLRA5

not attested not anchored not stored refs pending

AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models

Hanshu Yan, Jiachun Pan, Jiashi Feng, Jun Hao Liew, Vincent Y. F. Tan

arxiv:2307.10711 v3 · 2023-07-20 · cs.CV · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIWMNAPUKD3J2ZQXZGAVSYLRA5}

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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

1 paper in Pith

Efficiently Access Diffusion Fisher: Within the Outer Product Span Space

Receipt and verification

First computed	2026-07-05T07:58:22.153311Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a2cc681f450f69d6617c981596171077c59f1382e3775745702d884c798d37b

Aliases

arxiv: 2307.10711 · arxiv_version: 2307.10711v3 · doi: 10.48550/arxiv.2307.10711 · pith_short_12: LIWMNAPUKD3J · pith_short_16: LIWMNAPUKD3J2ZQX · pith_short_8: LIWMNAPU

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/LIWMNAPUKD3J2ZQXZGAVSYLRA5 \
  | 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: 5a2cc681f450f69d6617c981596171077c59f1382e3775745702d884c798d37b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87c4cc6fd14c84fd13da878bc87b3569c5f247fe47469e42027b53fc64da9a9d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-20T09:06:21Z",
    "title_canon_sha256": "28633561f1f8243dddaaba6aa66a6b9ca75b366df8a758e446c978a5c8be7d9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10711",
    "kind": "arxiv",
    "version": 3
  }
}