Pith Number

pith:KBL4AVIN

pith:2023:KBL4AVIN3WWQVMU6INJCP4AY2V

not attested not anchored not stored refs pending

On the Design Fundamentals of Diffusion Models: A Survey

George Alex Koulieris, Hubert P. H. Shum, Hyung Jin Chang, Ziyi Chang

arxiv:2306.04542 v4 · 2023-06-07 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KBL4AVIN3WWQVMU6INJCP4AY2V}

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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

Multiscale reconstruction of protein conformations from cryo-EM images

Quality-Preserving Imperceptible Adversarial Attack on Skeleton-based Human Action Recognition

A Diffusion-based Generative Machine Learning Paradigm for Dynamic Contingency Screening

Receipt and verification

First computed	2026-07-05T11:12:15.282919Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5057c0550dddad0ab29e435227f018d57699d480b45b173b8ccd4c86df726ffc

Aliases

arxiv: 2306.04542 · arxiv_version: 2306.04542v4 · doi: 10.48550/arxiv.2306.04542 · pith_short_12: KBL4AVIN3WWQ · pith_short_16: KBL4AVIN3WWQVMU6 · pith_short_8: KBL4AVIN

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/KBL4AVIN3WWQVMU6INJCP4AY2V \
  | 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: 5057c0550dddad0ab29e435227f018d57699d480b45b173b8ccd4c86df726ffc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64cd6bba808248e8b915156ceea8002eb1566b698a14f7ed9aef7e464b0e9c2f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-07T15:46:47Z",
    "title_canon_sha256": "32d776ad6ef0556149985087b583e6a29fbd0b44c6ef556af75c053332225ea4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04542",
    "kind": "arxiv",
    "version": 4
  }
}